BibTeX records: Zhiyuan Liu 0001

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@article{DBLP:journals/aiopen/YaoZZLCS24,
  author       = {Yuan Yao and
                  Ao Zhang and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {{CPT:} Colorful Prompt Tuning for pre-trained vision-language models},
  journal      = {{AI} Open},
  volume       = {5},
  pages        = {30--38},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.aiopen.2024.01.004},
  doi          = {10.1016/J.AIOPEN.2024.01.004},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/YaoZZLCS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhouLSLCWLFZ24,
  author       = {Xuanhe Zhou and
                  Guoliang Li and
                  Zhaoyan Sun and
                  Zhiyuan Liu and
                  Weize Chen and
                  Jianming Wu and
                  Jiesi Liu and
                  Ruohang Feng and
                  Guoyang Zeng},
  title        = {D-Bot: Database Diagnosis System using Large Language Models},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {17},
  number       = {10},
  pages        = {2514--2527},
  year         = {2024},
  url          = {https://www.vldb.org/pvldb/vol17/p2514-li.pdf},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZhouLSLCWLFZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ChenHLHXZLS24,
  author       = {Weize Chen and
                  Xu Han and
                  Yankai Lin and
                  Kaichen He and
                  Ruobing Xie and
                  Jie Zhou and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Hyperbolic Pre-Trained Language Model},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {32},
  pages        = {3101--3112},
  year         = {2024},
  url          = {https://doi.org/10.1109/TASLP.2024.3407575},
  doi          = {10.1109/TASLP.2024.3407575},
  timestamp    = {Sun, 08 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/ChenHLHXZLS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/QinWSLDYCLLHLSZ24,
  author       = {Yujia Qin and
                  Xiaozhi Wang and
                  Yusheng Su and
                  Yankai Lin and
                  Ning Ding and
                  Jing Yi and
                  Weize Chen and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Lei Hou and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Exploring Universal Intrinsic Task Subspace for Few-Shot Learning
                  via Prompt Tuning},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {32},
  pages        = {3631--3643},
  year         = {2024},
  url          = {https://doi.org/10.1109/TASLP.2024.3430545},
  doi          = {10.1109/TASLP.2024.3430545},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/QinWSLDYCLLHLSZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiangTZQWC0L024,
  author       = {Shihao Liang and
                  Runchu Tian and
                  Kunlun Zhu and
                  Yujia Qin and
                  Huadong Wang and
                  Xin Cong and
                  Zhiyuan Liu and
                  Xiaojiang Liu and
                  Maosong Sun},
  title        = {Exploring Format Consistency for Instruction Tuning},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2024},
  year         = {2024},
  url          = {https://openreview.net/forum?id=n8fZ6mY6PB},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/LiangTZQWC0L024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QianHZDQCZZL0024,
  author       = {Cheng Qian and
                  Bingxiang He and
                  Zhong Zhuang and
                  Jia Deng and
                  Yujia Qin and
                  Xin Cong and
                  Zhong Zhang and
                  Jie Zhou and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {Tell Me More! Towards Implicit User Intention Understanding of Language
                  Model Driven Agents},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {1088--1113},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.61},
  timestamp    = {Fri, 30 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QianHZDQCZZL0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FangZW00LWD024,
  author       = {Junfeng Fang and
                  Shuai Zhang and
                  Chang Wu and
                  Zhengyi Yang and
                  Zhiyuan Liu and
                  Sihang Li and
                  Kun Wang and
                  Wenjie Du and
                  Xiang Wang},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {MolTC: Towards Molecular Relational Modeling In Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {1943--1958},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.116},
  timestamp    = {Tue, 27 Aug 2024 17:38:11 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/FangZW00LWD024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangLWC0L024,
  author       = {Hanbin Wang and
                  Zhenghao Liu and
                  Shuo Wang and
                  Ganqu Cui and
                  Ning Ding and
                  Zhiyuan Liu and
                  Ge Yu},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {{INTERVENOR:} Prompting the Coding Ability of Large Language Models
                  with the Interactive Chain of Repair},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {2081--2107},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.124},
  timestamp    = {Tue, 27 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/WangLWC0L024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HeLBHTSHHHZLQL024,
  author       = {Chaoqun He and
                  Renjie Luo and
                  Yuzhuo Bai and
                  Shengding Hu and
                  Zhen Leng Thai and
                  Junhao Shen and
                  Jinyi Hu and
                  Xu Han and
                  Yujie Huang and
                  Yuxiang Zhang and
                  Jie Liu and
                  Lei Qi and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {OlympiadBench: {A} Challenging Benchmark for Promoting {AGI} with
                  Olympiad-Level Bilingual Multimodal Scientific Problems},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {3828--3850},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.211},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HeLBHTSHHHZLQL024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Wang0GZC00LLXZL24,
  author       = {Xiaozhi Wang and
                  Hao Peng and
                  Yong Guan and
                  Kaisheng Zeng and
                  Jianhui Chen and
                  Lei Hou and
                  Xu Han and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Jie Zhou and
                  Juanzi Li},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {{MAVEN-ARG:} Completing the Puzzle of All-in-One Event Understanding
                  Dataset with Event Argument Annotation},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {4072--4091},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.224},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/Wang0GZC00LLXZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TianYQCLPWHL0024,
  author       = {Runchu Tian and
                  Yining Ye and
                  Yujia Qin and
                  Xin Cong and
                  Yankai Lin and
                  Yinxu Pan and
                  Yesai Wu and
                  Haotian Hui and
                  Weichuan Liu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {DebugBench: Evaluating Debugging Capability of Large Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {4173--4198},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.247},
  timestamp    = {Tue, 27 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/TianYQCLPWHL0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuSZLZWKC24,
  author       = {Zhiyuan Liu and
                  Yaorui Shi and
                  An Zhang and
                  Sihang Li and
                  Enzhi Zhang and
                  Xiang Wang and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized
                  Molecule-Text Pretraining},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {5353--5377},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.318},
  timestamp    = {Thu, 29 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiuSZLZWKC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QianDLLXWC0CCL024,
  author       = {Chen Qian and
                  Yufan Dang and
                  Jiahao Li and
                  Wei Liu and
                  Zihao Xie and
                  Yifei Wang and
                  Weize Chen and
                  Cheng Yang and
                  Xin Cong and
                  Xiaoyin Che and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {Experiential Co-Learning of Software-Developing Agents},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {5628--5640},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.305},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QianDLLXWC0CCL024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuZ0ZWKC24,
  author       = {Zhiyuan Liu and
                  An Zhang and
                  Hao Fei and
                  Enzhi Zhang and
                  Xiang Wang and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {ProtT3: Protein-to-Text Generation for Text-based Protein Understanding},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {5949--5966},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.324},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiuZ0ZWKC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GuoCWLQLL0L24,
  author       = {Zhicheng Guo and
                  Sijie Cheng and
                  Hao Wang and
                  Shihao Liang and
                  Yujia Qin and
                  Peng Li and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yang Liu},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning
                  of Large Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {11143--11156},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.664},
  timestamp    = {Wed, 28 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/GuoCWLQLL0L24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YangZWCHYLTLYLS24,
  author       = {Zhiyu Yang and
                  Zihan Zhou and
                  Shuo Wang and
                  Xin Cong and
                  Xu Han and
                  Yukun Yan and
                  Zhenghao Liu and
                  Zhixing Tan and
                  Pengyuan Liu and
                  Dong Yu and
                  Zhiyuan Liu and
                  Xiaodong Shi and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific
                  Data Visualization},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
                  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  pages        = {11789--11804},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.findings-acl.701},
  timestamp    = {Tue, 27 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YangZWCHYLTLYLS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangWYWYXLY000024,
  author       = {Haoyu Wang and
                  Shuo Wang and
                  Yukun Yan and
                  Xujia Wang and
                  Zhiyu Yang and
                  Yuzhuang Xu and
                  Zhenghao Liu and
                  Liner Yang and
                  Ning Ding and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised
                  Fine-tuning Dataset},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {11929--11942},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.644},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/WangWYWYXLY000024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangPWH0L024,
  author       = {Hanqing Wang and
                  Bowen Ping and
                  Shuo Wang and
                  Xu Han and
                  Yun Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative
                  Tasks},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {12871--12882},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.695},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/WangPWH0L024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouMLLX00024,
  author       = {Tianshuo Zhou and
                  Sen Mei and
                  Xinze Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Yu Gu and
                  Ge Yu},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {{MARVEL:} Unlocking the Multi-Modal Capability of Dense Retrieval
                  via Visual Module Plugin},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {14608--14624},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.783},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhouMLLX00024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QianLLCDL0CSCXL24,
  author       = {Chen Qian and
                  Wei Liu and
                  Hongzhang Liu and
                  Nuo Chen and
                  Yufan Dang and
                  Jiahao Li and
                  Cheng Yang and
                  Weize Chen and
                  Yusheng Su and
                  Xin Cong and
                  Juyuan Xu and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {ChatDev: Communicative Agents for Software Development},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {15174--15186},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.810},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QianLLCDL0CSCXL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangCHXCH0TW0024,
  author       = {Xinrong Zhang and
                  Yingfa Chen and
                  Shengding Hu and
                  Zihang Xu and
                  Junhao Chen and
                  Moo Khai Hao and
                  Xu Han and
                  Zhen Leng Thai and
                  Shuo Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Lun{-}Wei Ku and
                  Andre Martins and
                  Vivek Srikumar},
  title        = {{\i}nftyBench: Extending Long Context Evaluation Beyond 100K Tokens},
  booktitle    = {Proceedings of the 62nd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
                  August 11-16, 2024},
  pages        = {15262--15277},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://aclanthology.org/2024.acl-long.814},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangCHXCH0TW0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/XiaoSYHZLS24,
  author       = {Chaojun Xiao and
                  Yutao Sun and
                  Yuan Yao and
                  Xu Han and
                  Wenbin Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Nicoletta Calzolari and
                  Min{-}Yen Kan and
                  V{\'{e}}ronique Hoste and
                  Alessandro Lenci and
                  Sakriani Sakti and
                  Nianwen Xue},
  title        = {Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training},
  booktitle    = {Proceedings of the 2024 Joint International Conference on Computational
                  Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
                  20-25 May, 2024, Torino, Italy},
  pages        = {7324--7335},
  publisher    = {{ELRA} and {ICCL}},
  year         = {2024},
  url          = {https://aclanthology.org/2024.lrec-main.644},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/XiaoSYHZLS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/YuFXJLL24,
  author       = {Shi Yu and
                  Chenghao Fan and
                  Chenyan Xiong and
                  David Jin and
                  Zhiyuan Liu and
                  Zhenghao Liu},
  editor       = {Nicoletta Calzolari and
                  Min{-}Yen Kan and
                  V{\'{e}}ronique Hoste and
                  Alessandro Lenci and
                  Sakriani Sakti and
                  Nianwen Xue},
  title        = {Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document
                  Ranking with Attention Fusion},
  booktitle    = {Proceedings of the 2024 Joint International Conference on Computational
                  Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
                  20-25 May, 2024, Torino, Italy},
  pages        = {7556--7561},
  publisher    = {{ELRA} and {ICCL}},
  year         = {2024},
  url          = {https://aclanthology.org/2024.lrec-main.667},
  timestamp    = {Fri, 23 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/YuFXJLL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ChenZHXLCLYS24,
  author       = {Yingfa Chen and
                  Zhengyan Zhang and
                  Xu Han and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Chen Chen and
                  Kuai Li and
                  Tao Yang and
                  Maosong Sun},
  editor       = {Nicoletta Calzolari and
                  Min{-}Yen Kan and
                  V{\'{e}}ronique Hoste and
                  Alessandro Lenci and
                  Sakriani Sakti and
                  Nianwen Xue},
  title        = {Robust and Scalable Model Editing for Large Language Models},
  booktitle    = {Proceedings of the 2024 Joint International Conference on Computational
                  Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
                  20-25 May, 2024, Torino, Italy},
  pages        = {14157--14172},
  publisher    = {{ELRA} and {ICCL}},
  year         = {2024},
  url          = {https://aclanthology.org/2024.lrec-main.1235},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/ChenZHXLCLYS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscwd/0001LTSZHLW24,
  author       = {Zhiyuan Liu and
                  Wei Liu and
                  Xinyang Tong and
                  Qi Shen and
                  Qiang Zheng and
                  Hengrui Hu and
                  Hong Liu and
                  Xiaojie Wang},
  editor       = {Weiming Shen and
                  Jean{-}Paul A. Barth{\`{e}}s and
                  Junzhou Luo and
                  Tie Qiu and
                  Xiaobo Zhou and
                  Jinghui Zhang and
                  Haibin Zhu and
                  Kunkun Peng and
                  Tianyi Xu and
                  Ning Chen},
  title        = {{ABCF:} An Adaptive Balanced Multimodal Website Classification Framework},
  booktitle    = {27th International Conference on Computer Supported Cooperative Work
                  in Design, {CSCWD} 2024, Tianjin, China, May 8-10, 2024},
  pages        = {79--84},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CSCWD61410.2024.10580593},
  doi          = {10.1109/CSCWD61410.2024.10580593},
  timestamp    = {Mon, 29 Jul 2024 16:18:15 +0200},
  biburl       = {https://dblp.org/rec/conf/cscwd/0001LTSZHLW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001LZ024,
  author       = {Zhiyuan Liu and
                  Hong Liu and
                  Denny Zhou and
                  Tengyu Ma},
  title        = {Chain of Thought Empowers Transformers to Solve Inherently Serial
                  Problems},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=3EWTEy9MTM},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/0001LZ024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChanCSYXZF024,
  author       = {Chi{-}Min Chan and
                  Weize Chen and
                  Yusheng Su and
                  Jianxuan Yu and
                  Wei Xue and
                  Shanghang Zhang and
                  Jie Fu and
                  Zhiyuan Liu},
  title        = {ChatEval: Towards Better LLM-based Evaluators through Multi-Agent
                  Debate},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=FQepisCUWu},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChanCSYXZF024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenSZ0YCYLHQQC24,
  author       = {Weize Chen and
                  Yusheng Su and
                  Jingwei Zuo and
                  Cheng Yang and
                  Chenfei Yuan and
                  Chi{-}Min Chan and
                  Heyang Yu and
                  Yaxi Lu and
                  Yi{-}Hsin Hung and
                  Chen Qian and
                  Yujia Qin and
                  Xin Cong and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent
                  Behaviors},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=EHg5GDnyq1},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChenSZ0YCYLHQQC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Hu0WWPCYWZZ0LXL24,
  author       = {Jinyi Hu and
                  Yuan Yao and
                  Chongyi Wang and
                  Shan Wang and
                  Yinxu Pan and
                  Qianyu Chen and
                  Tianyu Yu and
                  Hanghao Wu and
                  Yue Zhao and
                  Haoye Zhang and
                  Xu Han and
                  Yankai Lin and
                  Jiao Xue and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Large Multilingual Models Pivot Zero-Shot Multimodal Learning across
                  Languages},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=Kuh5qgCGCp},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Hu0WWPCYWZZ0LXL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuL0ZHZL0OZ0024,
  author       = {Shengding Hu and
                  Xin Liu and
                  Xu Han and
                  Xinrong Zhang and
                  Chaoqun He and
                  Weilin Zhao and
                  Yankai Lin and
                  Ning Ding and
                  Zebin Ou and
                  Guoyang Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Predicting Emergent Abilities with Infinite Resolution Evaluation},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=lDbjooxLkD},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/HuL0ZHZL0OZ0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Li0L00KC024,
  author       = {Sihang Li and
                  Zhiyuan Liu and
                  Yanchen Luo and
                  Xiang Wang and
                  Xiangnan He and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua and
                  Qi Tian},
  title        = {Towards 3D Molecule-Text Interpretation in Language Models},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=xI4yNlkaqh},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Li0L00KC024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/QinLYZYLLCTQZHT24,
  author       = {Yujia Qin and
                  Shihao Liang and
                  Yining Ye and
                  Kunlun Zhu and
                  Lan Yan and
                  Yaxi Lu and
                  Yankai Lin and
                  Xin Cong and
                  Xiangru Tang and
                  Bill Qian and
                  Sihan Zhao and
                  Lauren Hong and
                  Runchu Tian and
                  Ruobing Xie and
                  Jie Zhou and
                  Mark Gerstein and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world
                  APIs},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=dHng2O0Jjr},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/QinLYZYLLCTQZHT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuWTCZL00ZLLZBL24,
  author       = {Jifan Yu and
                  Xiaozhi Wang and
                  Shangqing Tu and
                  Shulin Cao and
                  Daniel Zhang{-}Li and
                  Xin Lv and
                  Hao Peng and
                  Zijun Yao and
                  Xiaohan Zhang and
                  Hanming Li and
                  Chunyang Li and
                  Zheyuan Zhang and
                  Yushi Bai and
                  Yantao Liu and
                  Amy Xin and
                  Kaifeng Yun and
                  Linlu Gong and
                  Nianyi Lin and
                  Jianhui Chen and
                  Zhili Wu and
                  Yunjia Qi and
                  Weikai Li and
                  Yong Guan and
                  Kaisheng Zeng and
                  Ji Qi and
                  Hailong Jin and
                  Jinxin Liu and
                  Yu Gu and
                  Yuan Yao and
                  Ning Ding and
                  Lei Hou and
                  Zhiyuan Liu and
                  Bin Xu and
                  Jie Tang and
                  Juanzi Li},
  title        = {KoLA: Carefully Benchmarking World Knowledge of Large Language Models},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=AqN23oqraW},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YuWTCZL00ZLLZBL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuiY0YH0NXXL0024,
  author       = {Ganqu Cui and
                  Lifan Yuan and
                  Ning Ding and
                  Guanming Yao and
                  Bingxiang He and
                  Wei Zhu and
                  Yuan Ni and
                  Guotong Xie and
                  Ruobing Xie and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{ULTRAFEEDBACK:} Boosting Language Models with Scaled {AI} Feedback},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=BOorDpKHiJ},
  timestamp    = {Mon, 02 Sep 2024 16:45:29 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CuiY0YH0NXXL0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang000C24,
  author       = {Ao Zhang and
                  Yuan Yao and
                  Wei Ji and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  title        = {NExT-Chat: An {LMM} for Chat, Detection and Segmentation},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=ZAW37OZ6ig},
  timestamp    = {Mon, 02 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Zhang000C24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangXQLZ00X0024,
  author       = {Zhengyan Zhang and
                  Chaojun Xiao and
                  Qiujieli Qin and
                  Yankai Lin and
                  Zhiyuan Zeng and
                  Xu Han and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Exploring the Benefit of Activation Sparsity in Pre-training},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=KfXXPCcobh},
  timestamp    = {Mon, 02 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangXQLZ00X0024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/QianXL024,
  author       = {Cheng Qian and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu},
  editor       = {Kevin Duh and
                  Helena G{\'{o}}mez{-}Adorno and
                  Steven Bethard},
  title        = {Toolink: Linking Toolkit Creation and Using through Chain-of-Solving
                  on Open-Source Model},
  booktitle    = {Proceedings of the 2024 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies
                  (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
                  2024},
  pages        = {831--854},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.naacl-long.48},
  doi          = {10.18653/V1/2024.NAACL-LONG.48},
  timestamp    = {Thu, 29 Aug 2024 17:13:57 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/QianXL024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04621,
  author       = {Runchu Tian and
                  Yining Ye and
                  Yujia Qin and
                  Xin Cong and
                  Yankai Lin and
                  Yinxu Pan and
                  Yesai Wu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {DebugBench: Evaluating Debugging Capability of Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2401.04621},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.04621},
  doi          = {10.48550/ARXIV.2401.04621},
  eprinttype    = {arXiv},
  eprint       = {2401.04621},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-04621.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13923,
  author       = {Sihang Li and
                  Zhiyuan Liu and
                  Yanchen Luo and
                  Xiang Wang and
                  Xiangnan He and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua and
                  Qi Tian},
  title        = {Towards 3D Molecule-Text Interpretation in Language Models},
  journal      = {CoRR},
  volume       = {abs/2401.13923},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.13923},
  doi          = {10.48550/ARXIV.2401.13923},
  eprinttype    = {arXiv},
  eprint       = {2401.13923},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-13923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13996,
  author       = {Cheng Qian and
                  Shihao Liang and
                  Yujia Qin and
                  Yining Ye and
                  Xin Cong and
                  Yankai Lin and
                  Yesai Wu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Investigate-Consolidate-Exploit: {A} General Strategy for Inter-Task
                  Agent Self-Evolution},
  journal      = {CoRR},
  volume       = {abs/2401.13996},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.13996},
  doi          = {10.48550/ARXIV.2401.13996},
  eprinttype    = {arXiv},
  eprint       = {2401.13996},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-13996.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03009,
  author       = {Junjie Fang and
                  Likai Tang and
                  Hongzhe Bi and
                  Yujia Qin and
                  Si Sun and
                  Zhenyu Li and
                  Haolun Li and
                  Yongjian Li and
                  Xin Cong and
                  Yukun Yan and
                  Xiaodong Shi and
                  Sen Song and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {UniMem: Towards a Unified View of Long-Context Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2402.03009},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.03009},
  doi          = {10.48550/ARXIV.2402.03009},
  eprinttype    = {arXiv},
  eprint       = {2402.03009},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-03009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03781,
  author       = {Junfeng Fang and
                  Shuai Zhang and
                  Chang Wu and
                  Zhengyi Yang and
                  Zhiyuan Liu and
                  Sihang Li and
                  Kun Wang and
                  Wenjie Du and
                  Xiang Wang},
  title        = {MolTC: Towards Molecular Relational Modeling In Language Models},
  journal      = {CoRR},
  volume       = {abs/2402.03781},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.03781},
  doi          = {10.48550/ARXIV.2402.03781},
  eprinttype    = {arXiv},
  eprint       = {2402.03781},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-03781.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03804,
  author       = {Zhengyan Zhang and
                  Yixin Song and
                  Guanghui Yu and
                  Xu Han and
                  Yankai Lin and
                  Chaojun Xiao and
                  Chenyang Song and
                  Zhiyuan Liu and
                  Zeyu Mi and
                  Maosong Sun},
  title        = {ReLU\({}^{\mbox{2}}\) Wins: Discovering Efficient Activation Functions
                  for Sparse LLMs},
  journal      = {CoRR},
  volume       = {abs/2402.03804},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.03804},
  doi          = {10.48550/ARXIV.2402.03804},
  eprinttype    = {arXiv},
  eprint       = {2402.03804},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-03804.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04588,
  author       = {Haoyu Wang and
                  Shuo Wang and
                  Yukun Yan and
                  Xujia Wang and
                  Zhiyu Yang and
                  Yuzhuang Xu and
                  Zhenghao Liu and
                  Liner Yang and
                  Ning Ding and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised
                  Fine-tuning Dataset},
  journal      = {CoRR},
  volume       = {abs/2402.04588},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.04588},
  doi          = {10.48550/ARXIV.2402.04588},
  eprinttype    = {arXiv},
  eprint       = {2402.04588},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-04588.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04617,
  author       = {Chaojun Xiao and
                  Pengle Zhang and
                  Xu Han and
                  Guangxuan Xiao and
                  Yankai Lin and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Song Han and
                  Maosong Sun},
  title        = {InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding
                  Extremely Long Sequences with Training-Free Memory},
  journal      = {CoRR},
  volume       = {abs/2402.04617},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.04617},
  doi          = {10.48550/ARXIV.2402.04617},
  eprinttype    = {arXiv},
  eprint       = {2402.04617},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-04617.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09205,
  author       = {Cheng Qian and
                  Bingxiang He and
                  Zhong Zhuang and
                  Jia Deng and
                  Yujia Qin and
                  Xin Cong and
                  Zhong Zhang and
                  Jie Zhou and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Tell Me More! Towards Implicit User Intention Understanding of Language
                  Model Driven Agents},
  journal      = {CoRR},
  volume       = {abs/2402.09205},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.09205},
  doi          = {10.48550/ARXIV.2402.09205},
  eprinttype    = {arXiv},
  eprint       = {2402.09205},
  timestamp    = {Fri, 30 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-09205.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11295,
  author       = {Yuzhuang Xu and
                  Xu Han and
                  Zonghan Yang and
                  Shuo Wang and
                  Qingfu Zhu and
                  Zhiyuan Liu and
                  Weidong Liu and
                  Wanxiang Che},
  title        = {OneBit: Towards Extremely Low-bit Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2402.11295},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11295},
  doi          = {10.48550/ARXIV.2402.11295},
  eprinttype    = {arXiv},
  eprint       = {2402.11295},
  timestamp    = {Tue, 13 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11295.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11453,
  author       = {Zhiyu Yang and
                  Zihan Zhou and
                  Shuo Wang and
                  Xin Cong and
                  Xu Han and
                  Yukun Yan and
                  Zhenghao Liu and
                  Zhixing Tan and
                  Pengyuan Liu and
                  Dong Yu and
                  Zhiyuan Liu and
                  Xiaodong Shi and
                  Maosong Sun},
  title        = {MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific
                  Data Visualization},
  journal      = {CoRR},
  volume       = {abs/2402.11453},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11453},
  doi          = {10.48550/ARXIV.2402.11453},
  eprinttype    = {arXiv},
  eprint       = {2402.11453},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11453.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11455,
  author       = {Hanqing Wang and
                  Bowen Ping and
                  Shuo Wang and
                  Xu Han and
                  Yun Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative
                  Tasks},
  journal      = {CoRR},
  volume       = {abs/2402.11455},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11455},
  doi          = {10.48550/ARXIV.2402.11455},
  eprinttype    = {arXiv},
  eprint       = {2402.11455},
  timestamp    = {Wed, 10 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12914,
  author       = {Xueyang Feng and
                  Zhiyuan Chen and
                  Yujia Qin and
                  Yankai Lin and
                  Xu Chen and
                  Zhiyuan Liu and
                  Ji{-}Rong Wen},
  title        = {Large Language Model-based Human-Agent Collaboration for Complex Task
                  Solving},
  journal      = {CoRR},
  volume       = {abs/2402.12914},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.12914},
  doi          = {10.48550/ARXIV.2402.12914},
  eprinttype    = {arXiv},
  eprint       = {2402.12914},
  timestamp    = {Fri, 19 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-12914.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13516,
  author       = {Chenyang Song and
                  Xu Han and
                  Zhengyan Zhang and
                  Shengding Hu and
                  Xiyu Shi and
                  Kuai Li and
                  Chen Chen and
                  Zhiyuan Liu and
                  Guangli Li and
                  Tao Yang and
                  Maosong Sun},
  title        = {ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity
                  within Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2402.13516},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.13516},
  doi          = {10.48550/ARXIV.2402.13516},
  eprinttype    = {arXiv},
  eprint       = {2402.13516},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-13516.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13547,
  author       = {Zhipeng Xu and
                  Zhenghao Liu and
                  Yibin Liu and
                  Chenyan Xiong and
                  Yukun Yan and
                  Shuo Wang and
                  Shi Yu and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {ActiveRAG: Revealing the Treasures of Knowledge via Active Learning},
  journal      = {CoRR},
  volume       = {abs/2402.13547},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.13547},
  doi          = {10.48550/ARXIV.2402.13547},
  eprinttype    = {arXiv},
  eprint       = {2402.13547},
  timestamp    = {Sat, 20 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-13547.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13718,
  author       = {Xinrong Zhang and
                  Yingfa Chen and
                  Shengding Hu and
                  Zihang Xu and
                  Junhao Chen and
                  Moo Khai Hao and
                  Xu Han and
                  Zhen Leng Thai and
                  Shuo Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{\(\infty\)}Bench: Extending Long Context Evaluation Beyond 100K Tokens},
  journal      = {CoRR},
  volume       = {abs/2402.13718},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.13718},
  doi          = {10.48550/ARXIV.2402.13718},
  eprinttype    = {arXiv},
  eprint       = {2402.13718},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-13718.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13720,
  author       = {Weilin Zhao and
                  Yuxiang Huang and
                  Xu Han and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Ouroboros: Speculative Decoding with Large Model Enhanced Drafting},
  journal      = {CoRR},
  volume       = {abs/2402.13720},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.13720},
  doi          = {10.48550/ARXIV.2402.13720},
  eprinttype    = {arXiv},
  eprint       = {2402.13720},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-13720.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14008,
  author       = {Chaoqun He and
                  Renjie Luo and
                  Yuzhuo Bai and
                  Shengding Hu and
                  Zhen Leng Thai and
                  Junhao Shen and
                  Jinyi Hu and
                  Xu Han and
                  Yujie Huang and
                  Yuxiang Zhang and
                  Jie Liu and
                  Lei Qi and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {OlympiadBench: {A} Challenging Benchmark for Promoting {AGI} with
                  Olympiad-Level Bilingual Multimodal Scientific Problems},
  journal      = {CoRR},
  volume       = {abs/2402.14008},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.14008},
  doi          = {10.48550/ARXIV.2402.14008},
  eprinttype    = {arXiv},
  eprint       = {2402.14008},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-14008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14652,
  author       = {Zhipeng Xu and
                  Zhenghao Liu and
                  Yukun Yan and
                  Zhiyuan Liu and
                  Chenyan Xiong and
                  Ge Yu},
  title        = {Cleaner Pretraining Corpus Curation with Neural Web Scraping},
  journal      = {CoRR},
  volume       = {abs/2402.14652},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.14652},
  doi          = {10.48550/ARXIV.2402.14652},
  eprinttype    = {arXiv},
  eprint       = {2402.14652},
  timestamp    = {Wed, 17 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-14652.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15175,
  author       = {Yufei Huang and
                  Shengding Hu and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Unified View of Grokking, Double Descent and Emergent Abilities: {A}
                  Perspective from Circuits Competition},
  journal      = {CoRR},
  volume       = {abs/2402.15175},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.15175},
  doi          = {10.48550/ARXIV.2402.15175},
  eprinttype    = {arXiv},
  eprint       = {2402.15175},
  timestamp    = {Sun, 21 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-15175.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16667,
  author       = {Qinyu Luo and
                  Yining Ye and
                  Shihao Liang and
                  Zhong Zhang and
                  Yujia Qin and
                  Yaxi Lu and
                  Yesai Wu and
                  Xin Cong and
                  Yankai Lin and
                  Yingli Zhang and
                  Xiaoyin Che and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {RepoAgent: An LLM-Powered Open-Source Framework for Repository-level
                  Code Documentation Generation},
  journal      = {CoRR},
  volume       = {abs/2402.16667},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.16667},
  doi          = {10.48550/ARXIV.2402.16667},
  eprinttype    = {arXiv},
  eprint       = {2402.16667},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-16667.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18439,
  author       = {Weize Chen and
                  Chenfei Yuan and
                  Jiarui Yuan and
                  Yusheng Su and
                  Chen Qian and
                  Cheng Yang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced
                  Reasoning and Communication},
  journal      = {CoRR},
  volume       = {abs/2402.18439},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.18439},
  doi          = {10.48550/ARXIV.2402.18439},
  eprinttype    = {arXiv},
  eprint       = {2402.18439},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-18439.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19085,
  author       = {Yiju Guo and
                  Ganqu Cui and
                  Lifan Yuan and
                  Ning Ding and
                  Jiexin Wang and
                  Huimin Chen and
                  Bowen Sun and
                  Ruobing Xie and
                  Jie Zhou and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Controllable Preference Optimization: Toward Controllable Multi-Objective
                  Alignment},
  journal      = {CoRR},
  volume       = {abs/2402.19085},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.19085},
  doi          = {10.48550/ARXIV.2402.19085},
  eprinttype    = {arXiv},
  eprint       = {2402.19085},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-19085.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07714,
  author       = {Zhicheng Guo and
                  Sijie Cheng and
                  Hao Wang and
                  Shihao Liang and
                  Yujia Qin and
                  Peng Li and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yang Liu},
  title        = {StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning
                  of Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2403.07714},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.07714},
  doi          = {10.48550/ARXIV.2403.07714},
  eprinttype    = {arXiv},
  eprint       = {2403.07714},
  timestamp    = {Wed, 31 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-07714.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08281,
  author       = {Ning Ding and
                  Yulin Chen and
                  Ganqu Cui and
                  Xingtai Lv and
                  Weilin Zhao and
                  Ruobing Xie and
                  Bowen Zhou and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized
                  Language Models},
  journal      = {CoRR},
  volume       = {abs/2403.08281},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.08281},
  doi          = {10.48550/ARXIV.2403.08281},
  eprinttype    = {arXiv},
  eprint       = {2403.08281},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-08281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09347,
  author       = {Sun Ao and
                  Weilin Zhao and
                  Xu Han and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Chuan Shi and
                  Maosong Sun and
                  Shengnan Wang and
                  Teng Su},
  title        = {BurstAttention: An Efficient Distributed Attention Framework for Extremely
                  Long Sequences},
  journal      = {CoRR},
  volume       = {abs/2403.09347},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.09347},
  doi          = {10.48550/ARXIV.2403.09347},
  eprinttype    = {arXiv},
  eprint       = {2403.09347},
  timestamp    = {Fri, 26 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-09347.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11703,
  author       = {Ruyi Xu and
                  Yuan Yao and
                  Zonghao Guo and
                  Junbo Cui and
                  Zanlin Ni and
                  Chunjiang Ge and
                  Tat{-}Seng Chua and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Gao Huang},
  title        = {LLaVA-UHD: an {LMM} Perceiving Any Aspect Ratio and High-Resolution
                  Images},
  journal      = {CoRR},
  volume       = {abs/2403.11703},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.11703},
  doi          = {10.48550/ARXIV.2403.11703},
  eprinttype    = {arXiv},
  eprint       = {2403.11703},
  timestamp    = {Wed, 21 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-11703.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17431,
  author       = {Yingfa Chen and
                  Zhengyan Zhang and
                  Xu Han and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Chen Chen and
                  Kuai Li and
                  Tao Yang and
                  Maosong Sun},
  title        = {Robust and Scalable Model Editing for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2403.17431},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.17431},
  doi          = {10.48550/ARXIV.2403.17431},
  eprinttype    = {arXiv},
  eprint       = {2403.17431},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-17431.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02078,
  author       = {Lifan Yuan and
                  Ganqu Cui and
                  Hanbin Wang and
                  Ning Ding and
                  Xingyao Wang and
                  Jia Deng and
                  Boji Shan and
                  Huimin Chen and
                  Ruobing Xie and
                  Yankai Lin and
                  Zhenghao Liu and
                  Bowen Zhou and
                  Hao Peng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Advancing {LLM} Reasoning Generalists with Preference Trees},
  journal      = {CoRR},
  volume       = {abs/2404.02078},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.02078},
  doi          = {10.48550/ARXIV.2404.02078},
  eprinttype    = {arXiv},
  eprint       = {2404.02078},
  timestamp    = {Thu, 16 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-02078.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-06395,
  author       = {Shengding Hu and
                  Yuge Tu and
                  Xu Han and
                  Chaoqun He and
                  Ganqu Cui and
                  Xiang Long and
                  Zhi Zheng and
                  Yewei Fang and
                  Yuxiang Huang and
                  Weilin Zhao and
                  Xinrong Zhang and
                  Zhen Leng Thai and
                  Kai Zhang and
                  Chongyi Wang and
                  Yuan Yao and
                  Chenyang Zhao and
                  Jie Zhou and
                  Jie Cai and
                  Zhongwu Zhai and
                  Ning Ding and
                  Chao Jia and
                  Guoyang Zeng and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {MiniCPM: Unveiling the Potential of Small Language Models with Scalable
                  Training Strategies},
  journal      = {CoRR},
  volume       = {abs/2404.06395},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.06395},
  doi          = {10.48550/ARXIV.2404.06395},
  eprinttype    = {arXiv},
  eprint       = {2404.06395},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-06395.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07584,
  author       = {Chaoqun He and
                  Renjie Luo and
                  Shengding Hu and
                  Yuanqian Zhao and
                  Jie Zhou and
                  Hanghao Wu and
                  Jiajie Zhang and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {UltraEval: {A} Lightweight Platform for Flexible and Comprehensive
                  Evaluation for LLMs},
  journal      = {CoRR},
  volume       = {abs/2404.07584},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.07584},
  doi          = {10.48550/ARXIV.2404.07584},
  eprinttype    = {arXiv},
  eprint       = {2404.07584},
  timestamp    = {Thu, 16 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-07584.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18243,
  author       = {Zhili Cheng and
                  Zhitong Wang and
                  Jinyi Hu and
                  Shengding Hu and
                  An Liu and
                  Yuge Tu and
                  Pengkai Li and
                  Lei Shi and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{LEGENT:} Open Platform for Embodied Agents},
  journal      = {CoRR},
  volume       = {abs/2404.18243},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.18243},
  doi          = {10.48550/ARXIV.2404.18243},
  eprinttype    = {arXiv},
  eprint       = {2404.18243},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-18243.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-04219,
  author       = {Chen Qian and
                  Jiahao Li and
                  Yufan Dang and
                  Wei Liu and
                  Yifei Wang and
                  Zihao Xie and
                  Weize Chen and
                  Cheng Yang and
                  Yingli Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Iterative Experience Refinement of Software-Developing Agents},
  journal      = {CoRR},
  volume       = {abs/2405.04219},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.04219},
  doi          = {10.48550/ARXIV.2405.04219},
  eprinttype    = {arXiv},
  eprint       = {2405.04219},
  timestamp    = {Tue, 09 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-04219.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12564,
  author       = {Zhiyuan Liu and
                  An Zhang and
                  Hao Fei and
                  Enzhi Zhang and
                  Xiang Wang and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua},
  title        = {ProtT3: Protein-to-Text Generation for Text-based Protein Understanding},
  journal      = {CoRR},
  volume       = {abs/2405.12564},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.12564},
  doi          = {10.48550/ARXIV.2405.12564},
  eprinttype    = {arXiv},
  eprint       = {2405.12564},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-12564.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14225,
  author       = {Zhiyuan Liu and
                  Yaorui Shi and
                  An Zhang and
                  Sihang Li and
                  Enzhi Zhang and
                  Xiang Wang and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua},
  title        = {ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized
                  Molecule-Text Pretraining},
  journal      = {CoRR},
  volume       = {abs/2405.14225},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.14225},
  doi          = {10.48550/ARXIV.2405.14225},
  eprinttype    = {arXiv},
  eprint       = {2405.14225},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-14225.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17220,
  author       = {Tianyu Yu and
                  Haoye Zhang and
                  Yuan Yao and
                  Yunkai Dang and
                  Da Chen and
                  Xiaoman Lu and
                  Ganqu Cui and
                  Taiwen He and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {{RLAIF-V:} Aligning MLLMs through Open-Source {AI} Feedback for Super
                  {GPT-4V} Trustworthiness},
  journal      = {CoRR},
  volume       = {abs/2405.17220},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.17220},
  doi          = {10.48550/ARXIV.2405.17220},
  eprinttype    = {arXiv},
  eprint       = {2405.17220},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-17220.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03488,
  author       = {Ao Sun and
                  Weilin Zhao and
                  Xu Han and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Chuan Shi and
                  Maosong Sun},
  title        = {Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language
                  Model Training},
  journal      = {CoRR},
  volume       = {abs/2406.03488},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.03488},
  doi          = {10.48550/ARXIV.2406.03488},
  eprinttype    = {arXiv},
  eprint       = {2406.03488},
  timestamp    = {Sun, 21 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-03488.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03949,
  author       = {Kaiyan Zhang and
                  Sihang Zeng and
                  Ermo Hua and
                  Ning Ding and
                  Zhang{-}Ren Chen and
                  Zhiyuan Ma and
                  Haoxin Li and
                  Ganqu Cui and
                  Biqing Qi and
                  Xuekai Zhu and
                  Xingtai Lv and
                  Jinfang Hu and
                  Zhiyuan Liu and
                  Bowen Zhou},
  title        = {UltraMedical: Building Specialized Generalists in Biomedicine},
  journal      = {CoRR},
  volume       = {abs/2406.03949},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.03949},
  doi          = {10.48550/ARXIV.2406.03949},
  eprinttype    = {arXiv},
  eprint       = {2406.03949},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-03949.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05478,
  author       = {Zanlin Ni and
                  Yulin Wang and
                  Renping Zhou and
                  Jiayi Guo and
                  Jinyi Hu and
                  Zhiyuan Liu and
                  Shiji Song and
                  Yuan Yao and
                  Gao Huang},
  title        = {Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis},
  journal      = {CoRR},
  volume       = {abs/2406.05478},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.05478},
  doi          = {10.48550/ARXIV.2406.05478},
  eprinttype    = {arXiv},
  eprint       = {2406.05478},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-05478.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07155,
  author       = {Chen Qian and
                  Zihao Xie and
                  Yifei Wang and
                  Wei Liu and
                  Yufan Dang and
                  Zhuoyun Du and
                  Weize Chen and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Scaling Large-Language-Model-based Multi-Agent Collaboration},
  journal      = {CoRR},
  volume       = {abs/2406.07155},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.07155},
  doi          = {10.48550/ARXIV.2406.07155},
  eprinttype    = {arXiv},
  eprint       = {2406.07155},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-07155.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08903,
  author       = {Bowen Ping and
                  Shuo Wang and
                  Hanqing Wang and
                  Xu Han and
                  Yuzhuang Xu and
                  Yukun Yan and
                  Yun Chen and
                  Baobao Chang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for
                  Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2406.08903},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.08903},
  doi          = {10.48550/ARXIV.2406.08903},
  eprinttype    = {arXiv},
  eprint       = {2406.08903},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-08903.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11317,
  author       = {Wentong Chen and
                  Junbo Cui and
                  Jinyi Hu and
                  Yujia Qin and
                  Junjie Fang and
                  Yue Zhao and
                  Chongyi Wang and
                  Jun Liu and
                  Guirong Chen and
                  Yupeng Huo and
                  Yuan Yao and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {GUICourse: From General Vision Language Models to Versatile {GUI}
                  Agents},
  journal      = {CoRR},
  volume       = {abs/2406.11317},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.11317},
  doi          = {10.48550/ARXIV.2406.11317},
  eprinttype    = {arXiv},
  eprint       = {2406.11317},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-11317.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11721,
  author       = {Bingxiang He and
                  Ning Ding and
                  Cheng Qian and
                  Jia Deng and
                  Ganqu Cui and
                  Lifan Yuan and
                  Huan{-}ang Gao and
                  Huimin Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Zero-Shot Generalization during Instruction Tuning: Insights from
                  Similarity and Granularity},
  journal      = {CoRR},
  volume       = {abs/2406.11721},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.11721},
  doi          = {10.48550/ARXIV.2406.11721},
  eprinttype    = {arXiv},
  eprint       = {2406.11721},
  timestamp    = {Thu, 18 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-11721.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11933,
  author       = {Fengxiang Wang and
                  Hongzhen Wang and
                  Di Wang and
                  Zonghao Guo and
                  Zhenyu Zhong and
                  Long Lan and
                  Jing Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Scaling Efficient Masked Autoencoder Learning on Large Remote Sensing
                  Dataset},
  journal      = {CoRR},
  volume       = {abs/2406.11933},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.11933},
  doi          = {10.48550/ARXIV.2406.11933},
  eprinttype    = {arXiv},
  eprint       = {2406.11933},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-11933.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13193,
  author       = {He Cao and
                  Yanjun Shao and
                  Zhiyuan Liu and
                  Zijing Liu and
                  Xiangru Tang and
                  Yuan Yao and
                  Yu Li},
  title        = {{PRESTO:} Progressive Pretraining Enhances Synthetic Chemistry Outcomes},
  journal      = {CoRR},
  volume       = {abs/2406.13193},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.13193},
  doi          = {10.48550/ARXIV.2406.13193},
  eprinttype    = {arXiv},
  eprint       = {2406.13193},
  timestamp    = {Fri, 12 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-13193.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15718,
  author       = {Xinrong Zhang and
                  Yingfa Chen and
                  Shengding Hu and
                  Xu Han and
                  Zihang Xu and
                  Yuanwei Xu and
                  Weilin Zhao and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Beyond the Turn-Based Game: Enabling Real-Time Conversations with
                  Duplex Models},
  journal      = {CoRR},
  volume       = {abs/2406.15718},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.15718},
  doi          = {10.48550/ARXIV.2406.15718},
  eprinttype    = {arXiv},
  eprint       = {2406.15718},
  timestamp    = {Tue, 16 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-15718.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19226,
  author       = {Zheyuan Zhang and
                  Daniel Zhang{-}Li and
                  Jifan Yu and
                  Linlu Gong and
                  Jinchang Zhou and
                  Zhiyuan Liu and
                  Lei Hou and
                  Juanzi Li},
  title        = {Simulating Classroom Education with LLM-Empowered Agents},
  journal      = {CoRR},
  volume       = {abs/2406.19226},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.19226},
  doi          = {10.48550/ARXIV.2406.19226},
  eprinttype    = {arXiv},
  eprint       = {2406.19226},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-19226.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07061,
  author       = {Weize Chen and
                  Ziming You and
                  Ran Li and
                  Yitong Guan and
                  Chen Qian and
                  Chenyang Zhao and
                  Cheng Yang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative
                  Intelligence},
  journal      = {CoRR},
  volume       = {abs/2407.07061},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.07061},
  doi          = {10.48550/ARXIV.2407.07061},
  eprinttype    = {arXiv},
  eprint       = {2407.07061},
  timestamp    = {Sun, 18 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-07061.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11421,
  author       = {Junhao Chen and
                  Shengding Hu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {States Hidden in Hidden States: LLMs Emerge Discrete State Representations
                  Implicitly},
  journal      = {CoRR},
  volume       = {abs/2407.11421},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.11421},
  doi          = {10.48550/ARXIV.2407.11421},
  eprinttype    = {arXiv},
  eprint       = {2407.11421},
  timestamp    = {Fri, 23 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-11421.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12393,
  author       = {Zheni Zeng and
                  Jiayi Chen and
                  Huimin Chen and
                  Yukun Yan and
                  Yuxuan Chen and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {PersLLM: {A} Personified Training Approach for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2407.12393},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.12393},
  doi          = {10.48550/ARXIV.2407.12393},
  eprinttype    = {arXiv},
  eprint       = {2407.12393},
  timestamp    = {Fri, 23 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-12393.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16732,
  author       = {Yaolun Zhang and
                  Yinxu Pan and
                  Yudong Wang and
                  Jie Cai and
                  Zhi Zheng and
                  Guoyang Zeng and
                  Zhiyuan Liu},
  title        = {PyBench: Evaluating {LLM} Agent on various real-world coding tasks},
  journal      = {CoRR},
  volume       = {abs/2407.16732},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.16732},
  doi          = {10.48550/ARXIV.2407.16732},
  eprinttype    = {arXiv},
  eprint       = {2407.16732},
  timestamp    = {Mon, 19 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-16732.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01262,
  author       = {Kunlun Zhu and
                  Yifan Luo and
                  Dingling Xu and
                  Ruobing Wang and
                  Shi Yu and
                  Shuo Wang and
                  Yukun Yan and
                  Zhenghao Liu and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {RAGEval: Scenario Specific {RAG} Evaluation Dataset Generation Framework},
  journal      = {CoRR},
  volume       = {abs/2408.01262},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2408.01262},
  doi          = {10.48550/ARXIV.2408.01262},
  eprinttype    = {arXiv},
  eprint       = {2408.01262},
  timestamp    = {Wed, 11 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2408-01262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05006,
  author       = {Weiqing Yang and
                  Hanbin Wang and
                  Zhenghao Liu and
                  Xinze Li and
                  Yukun Yan and
                  Shuo Wang and
                  Yu Gu and
                  Minghe Yu and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {Enhancing the Code Debugging Ability of LLMs via Communicative Agent
                  Based Data Refinement},
  journal      = {CoRR},
  volume       = {abs/2408.05006},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2408.05006},
  doi          = {10.48550/ARXIV.2408.05006},
  eprinttype    = {arXiv},
  eprint       = {2408.05006},
  timestamp    = {Tue, 17 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2408-05006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ZhongGDLZWYD23,
  author       = {Wanjun Zhong and
                  Yifan Gao and
                  Ning Ding and
                  Zhiyuan Liu and
                  Ming Zhou and
                  Jiahai Wang and
                  Jian Yin and
                  Nan Duan},
  title        = {Improving task generalization via unified schema prompt},
  journal      = {{AI} Open},
  volume       = {4},
  pages        = {120--129},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.aiopen.2023.08.011},
  doi          = {10.1016/J.AIOPEN.2023.08.011},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/ZhongGDLZWYD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/XiaoXYLSZL23,
  author       = {Chaojun Xiao and
                  Ruobing Xie and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Xu Zhang and
                  Leyu Lin},
  title        = {UPRec: User-aware Pre-training for sequential Recommendation},
  journal      = {{AI} Open},
  volume       = {4},
  pages        = {137--144},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.aiopen.2023.08.008},
  doi          = {10.1016/J.AIOPEN.2023.08.008},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/XiaoXYLSZL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/ZhangXLLQLWJS23,
  author       = {Zhengyan Zhang and
                  Guangxuan Xiao and
                  Yongwei Li and
                  Tian Lv and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Xin Jiang and
                  Maosong Sun},
  title        = {Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level
                  Backdoor Attacks},
  journal      = {Mach. Intell. Res.},
  volume       = {20},
  number       = {2},
  pages        = {180--193},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11633-022-1377-5},
  doi          = {10.1007/S11633-022-1377-5},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijautcomp/ZhangXLLQLWJS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DingQYWYSHCCCYZWLZCLTLS23,
  author       = {Ning Ding and
                  Yujia Qin and
                  Guang Yang and
                  Fuchao Wei and
                  Zonghan Yang and
                  Yusheng Su and
                  Shengding Hu and
                  Yulin Chen and
                  Chi{-}Min Chan and
                  Weize Chen and
                  Jing Yi and
                  Weilin Zhao and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Jianfei Chen and
                  Yang Liu and
                  Jie Tang and
                  Juanzi Li and
                  Maosong Sun},
  title        = {Parameter-efficient fine-tuning of large-scale pre-trained language
                  models},
  journal      = {Nat. Mac. Intell.},
  volume       = {5},
  number       = {3},
  pages        = {220--235},
  year         = {2023},
  url          = {https://doi.org/10.1038/s42256-023-00626-4},
  doi          = {10.1038/S42256-023-00626-4},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/natmi/DingQYWYSHCCCYZWLZCLTLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/SiZCQW0W0023,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Yingfa Chen and
                  Fanchao Qi and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Sub-Character Tokenization for Chinese Pretrained Language Models},
  journal      = {Trans. Assoc. Comput. Linguistics},
  volume       = {11},
  pages        = {469--487},
  year         = {2023},
  url          = {https://doi.org/10.1162/tacl\_a\_00560},
  doi          = {10.1162/TACL\_A\_00560},
  timestamp    = {Wed, 19 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tacl/SiZCQW0W0023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/ZhuCCQYFD00023,
  author       = {Biru Zhu and
                  Ganqu Cui and
                  Yangyi Chen and
                  Yujia Qin and
                  Lifan Yuan and
                  Chong Fu and
                  Yangdong Deng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Ming Gu},
  title        = {Removing Backdoors in Pre-trained Models by Regularized Continual
                  Pre-training},
  journal      = {Trans. Assoc. Comput. Linguistics},
  volume       = {11},
  pages        = {1608--1623},
  year         = {2023},
  url          = {https://doi.org/10.1162/tacl\_a\_00622},
  doi          = {10.1162/TACL\_A\_00622},
  timestamp    = {Wed, 19 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tacl/ZhuCCQYFD00023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLLZSZ23,
  author       = {Yilin Zhang and
                  Ziran Li and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Ying Shen and
                  Lan Zhou},
  title        = {Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {4},
  pages        = {3858--3869},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3132956},
  doi          = {10.1109/TKDE.2021.3132956},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangLLZSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangWTSSCL23,
  author       = {Cheng Yang and
                  Hao Wang and
                  Jian Tang and
                  Chuan Shi and
                  Maosong Sun and
                  Ganqu Cui and
                  Zhiyuan Liu},
  title        = {Full-Scale Information Diffusion Prediction With Reinforced Recurrent
                  Networks},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {5},
  pages        = {2271--2283},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2021.3106156},
  doi          = {10.1109/TNNLS.2021.3106156},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/YangWTSSCL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoYZLXWLZWCS23,
  author       = {Yuan Yao and
                  Tianyu Yu and
                  Ao Zhang and
                  Mengdi Li and
                  Ruobing Xie and
                  Cornelius Weber and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Stefan Wermter and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Visually Grounded Commonsense Knowledge Acquisition},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {6583--6592},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i5.25809},
  doi          = {10.1609/AAAI.V37I5.25809},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YaoYZLXWLZWCS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LvDQLS23,
  author       = {Xingtai Lv and
                  Ning Ding and
                  Yujia Qin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge
                  Transfer},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {270--282},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-short.24},
  doi          = {10.18653/V1/2023.ACL-SHORT.24},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/LvDQLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuDZLZLS23,
  author       = {Shengding Hu and
                  Ning Ding and
                  Weilin Zhao and
                  Xingtai Lv and
                  Zhen Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Danushka Bollegala and
                  Ruihong Huang and
                  Alan Ritter},
  title        = {OpenDelta: {A} Plug-and-play Library for Parameter-efficient Adaptation
                  of Pre-trained Models},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics: System Demonstrations, {ACL} 2023, Toronto, Canada, July
                  10-12, 2023},
  pages        = {274--281},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-demo.26},
  doi          = {10.18653/V1/2023.ACL-DEMO.26},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/HuDZLZLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DingCCWZLX23,
  author       = {Ning Ding and
                  Yulin Chen and
                  Ganqu Cui and
                  Xiaobin Wang and
                  Haitao Zheng and
                  Zhiyuan Liu and
                  Pengjun Xie},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Few-shot Classification with Hypersphere Modeling of Prototypes},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {895--917},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.57},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.57},
  timestamp    = {Sun, 04 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/DingCCWZLX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenYC0J23,
  author       = {Yangyi Chen and
                  Lifan Yuan and
                  Ganqu Cui and
                  Zhiyuan Liu and
                  Heng Ji},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {A Close Look into the Calibration of Pre-trained Language Models},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {1343--1367},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.75},
  doi          = {10.18653/V1/2023.ACL-LONG.75},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenYC0J23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuXY023,
  author       = {Zichun Yu and
                  Chenyan Xiong and
                  Shi Yu and
                  Zhiyuan Liu},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Augmentation-Adapted Retriever Improves Generalization of Language
                  Models as Generic Plug-In},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {2421--2436},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.136},
  doi          = {10.18653/V1/2023.ACL-LONG.136},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YuXY023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZLXW00XS023,
  author       = {Zhengyan Zhang and
                  Zhiyuan Zeng and
                  Yankai Lin and
                  Chaojun Xiao and
                  Xiaozhi Wang and
                  Xu Han and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Emergent Modularity in Pre-trained Transformers},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {4066--4083},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.250},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.250},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangZLXW00XS023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuLWCLS23,
  author       = {Shengding Hu and
                  Yifan Luo and
                  Huadong Wang and
                  Xingyi Cheng and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Won't Get Fooled Again: Answering Questions with False Premises},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {5626--5643},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.309},
  doi          = {10.18653/V1/2023.ACL-LONG.309},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HuLWCLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SiZCWLS23,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Yingfa Chen and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {{READIN:} {A} Chinese Multi-Task Benchmark with Realistic and Diverse
                  Input Noises},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {8272--8285},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.460},
  doi          = {10.18653/V1/2023.ACL-LONG.460},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SiZCWLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QinCJYLZLHDWXQL23,
  author       = {Yujia Qin and
                  Zihan Cai and
                  Dian Jin and
                  Lan Yan and
                  Shihao Liang and
                  Kunlun Zhu and
                  Yankai Lin and
                  Xu Han and
                  Ning Ding and
                  Huadong Wang and
                  Ruobing Xie and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {WebCPM: Interactive Web Search for Chinese Long-form Question Answering},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {8968--8988},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.499},
  doi          = {10.18653/V1/2023.ACL-LONG.499},
  timestamp    = {Thu, 01 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/QinCJYLZLHDWXQL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PengWYZHLLS23,
  author       = {Hao Peng and
                  Xiaozhi Wang and
                  Feng Yao and
                  Kaisheng Zeng and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Weixing Shen},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {9206--9227},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.586},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.586},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/PengWYZHLLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenGCYKWSYHXLS23,
  author       = {Yangyi Chen and
                  Hongcheng Gao and
                  Ganqu Cui and
                  Lifan Yuan and
                  Dehan Kong and
                  Hanlu Wu and
                  Ning Shi and
                  Bo Yuan and
                  Longtao Huang and
                  Hui Xue and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Heng Ji},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {From Adversarial Arms Race to Model-centric Evaluation: Motivating
                  a Unified Automatic Robustness Evaluation Framework},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {9607--9632},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.611},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.611},
  timestamp    = {Sun, 28 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ChenGCYKWSYHXLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenHLLSZ23,
  author       = {Weize Chen and
                  Xu Han and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Stochastic Bridges as Effective Regularizers for Parameter-Efficient
                  Tuning},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {10400--10420},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.661},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.661},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ChenHLLSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZLWYXHLLSZ23,
  author       = {Zhengyan Zhang and
                  Zhiyuan Zeng and
                  Yankai Lin and
                  Huadong Wang and
                  Deming Ye and
                  Chaojun Xiao and
                  Xu Han and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Plug-and-Play Knowledge Injection for Pre-trained Language Models},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {10641--10658},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.594},
  doi          = {10.18653/V1/2023.ACL-LONG.594},
  timestamp    = {Thu, 08 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangZLWYXHLLSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QinQHLWXLSZ23,
  author       = {Yujia Qin and
                  Cheng Qian and
                  Xu Han and
                  Yankai Lin and
                  Huadong Wang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Recyclable Tuning for Continual Pre-training},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {11403--11426},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.723},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.723},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/QinQHLWXLSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiLXY00023,
  author       = {Xinze Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Shi Yu and
                  Yu Gu and
                  Zhiyuan Liu and
                  Ge Yu},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Structure-Aware Language Model Pretraining Improves Dense Retrieval
                  on Structured Data},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {11560--11574},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.734},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.734},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiLXY00023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CuiLDHLS23,
  author       = {Ganqu Cui and
                  Wentao Li and
                  Ning Ding and
                  Longtao Huang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Decoder Tuning: Efficient Language Understanding as Decoding},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {15072--15087},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.840},
  doi          = {10.18653/V1/2023.ACL-LONG.840},
  timestamp    = {Tue, 06 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/CuiLDHLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenDWH0LX23,
  author       = {Yulin Chen and
                  Ning Ding and
                  Xiaobin Wang and
                  Shengding Hu and
                  Haitao Zheng and
                  Zhiyuan Liu and
                  Pengjun Xie},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Exploring Lottery Prompts for Pre-trained Language Models},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {15428--15444},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.860},
  doi          = {10.18653/V1/2023.ACL-LONG.860},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ChenDWH0LX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiaoZHCLLLLCS23,
  author       = {Chaojun Xiao and
                  Zhengyan Zhang and
                  Xu Han and
                  Chi{-}Min Chan and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Xiangyang Li and
                  Zhonghua Li and
                  Zhao Cao and
                  Maosong Sun},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Plug-and-Play Document Modules for Pre-trained Models},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {15713--15729},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.875},
  doi          = {10.18653/V1/2023.ACL-LONG.875},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/XiaoZHCLLLLCS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuMXLYL0023,
  author       = {Zhenghao Liu and
                  Sen Mei and
                  Chenyan Xiong and
                  Xiaohua Li and
                  Shi Yu and
                  Zhiyuan Liu and
                  Yu Gu and
                  Ge Yu},
  editor       = {Ingo Frommholz and
                  Frank Hopfgartner and
                  Mark Lee and
                  Michael Oakes and
                  Mounia Lalmas and
                  Min Zhang and
                  Rodrygo L. T. Santos},
  title        = {Text Matching Improves Sequential Recommendation by Reducing Popularity
                  Biases},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
                  October 21-25, 2023},
  pages        = {1534--1544},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583780.3615077},
  doi          = {10.1145/3583780.3615077},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/LiuMXLYL0023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiHYXL0S23,
  author       = {Qingquan Li and
                  Yiran Hu and
                  Feng Yao and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Weixing Shen},
  editor       = {Ingo Frommholz and
                  Frank Hopfgartner and
                  Mark Lee and
                  Michael Oakes and
                  Mounia Lalmas and
                  Min Zhang and
                  Rodrygo L. T. Santos},
  title        = {{MUSER:} {A} Multi-View Similar Case Retrieval Dataset},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
                  October 21-25, 2023},
  pages        = {5336--5340},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583780.3615125},
  doi          = {10.1145/3583780.3615125},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/LiHYXL0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingCXQHL0Z23,
  author       = {Ning Ding and
                  Yulin Chen and
                  Bokai Xu and
                  Yujia Qin and
                  Shengding Hu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Bowen Zhou},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Enhancing Chat Language Models by Scaling High-quality Instructional
                  Conversations},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {3029--3051},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.183},
  doi          = {10.18653/V1/2023.EMNLP-MAIN.183},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/DingCXQHL0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingLWCZL023,
  author       = {Ning Ding and
                  Xingtai Lv and
                  Qiaosen Wang and
                  Yulin Chen and
                  Bowen Zhou and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Sparse Low-rank Adaptation of Pre-trained Language Models},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {4133--4145},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.252},
  doi          = {10.18653/V1/2023.EMNLP-MAIN.252},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/DingLWCZL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Shi0ZL023,
  author       = {Yaorui Shi and
                  An Zhang and
                  Enzhi Zhang and
                  Zhiyuan Liu and
                  Xiang Wang},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2023, Singapore, December 6-10, 2023},
  pages        = {5506--5520},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.366},
  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.366},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/Shi0ZL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QianH0Q0J23,
  author       = {Cheng Qian and
                  Chi Han and
                  Yi Ren Fung and
                  Yujia Qin and
                  Zhiyuan Liu and
                  Heng Ji},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {{CREATOR:} Tool Creation for Disentangling Abstract and Concrete Reasoning
                  of Large Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2023, Singapore, December 6-10, 2023},
  pages        = {6922--6939},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.462},
  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.462},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QianH0Q0J23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhuYCCFHDL0023,
  author       = {Biru Zhu and
                  Lifan Yuan and
                  Ganqu Cui and
                  Yangyi Chen and
                  Chong Fu and
                  Bingxiang He and
                  Yangdong Deng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Ming Gu},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection
                  via Querying ChatGPT},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {7470--7483},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.463},
  doi          = {10.18653/V1/2023.EMNLP-MAIN.463},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ZhuYCCFHDL0023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaoLZZHLZXL0Z23,
  author       = {Chaojun Xiao and
                  Yuqi Luo and
                  Wenbin Zhang and
                  Pengle Zhang and
                  Xu Han and
                  Yankai Lin and
                  Zhengyan Zhang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Variator: Accelerating Pre-trained Models with Plug-and-Play Compression
                  Modules},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2023, Singapore, December 6-10, 2023},
  pages        = {9947--9959},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.666},
  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.666},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/XiaoLZZHLZXL0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenXHLXL0Z23,
  author       = {Weize Chen and
                  Xiaoyue Xu and
                  Xu Han and
                  Yankai Lin and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared
                  Pre-trained Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2023, Singapore, December 6-10, 2023},
  pages        = {11052--11067},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.738},
  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.738},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ChenXHLXL0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SuCCQLHYDSXL023,
  author       = {Yusheng Su and
                  Chi{-}Min Chan and
                  Jiali Cheng and
                  Yujia Qin and
                  Yankai Lin and
                  Shengding Hu and
                  Zonghan Yang and
                  Ning Ding and
                  Xingzhi Sun and
                  Guotong Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {Exploring the Impact of Model Scaling on Parameter-Efficient Tuning},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {15062--15078},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.931},
  doi          = {10.18653/V1/2023.EMNLP-MAIN.931},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/SuCCQLHYDSXL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuLL00K0C23,
  author       = {Zhiyuan Liu and
                  Sihang Li and
                  Yanchen Luo and
                  Hao Fei and
                  Yixin Cao and
                  Kenji Kawaguchi and
                  Xiang Wang and
                  Tat{-}Seng Chua},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector
                  and Uni-Modal Adapter},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {15623--15638},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.966},
  doi          = {10.18653/V1/2023.EMNLP-MAIN.966},
  timestamp    = {Mon, 22 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuLL00K0C23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuXL0023,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Yuanhuiyi Lv and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {Universal Vision-Language Dense Retrieval: Learning {A} Unified Representation
                  Space for Multi-Modal Retrieval},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/forum?id=PQOlkgsBsik},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiuXL0023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZengLDWL0YXZXTM23,
  author       = {Aohan Zeng and
                  Xiao Liu and
                  Zhengxiao Du and
                  Zihan Wang and
                  Hanyu Lai and
                  Ming Ding and
                  Zhuoyi Yang and
                  Yifan Xu and
                  Wendi Zheng and
                  Xiao Xia and
                  Weng Lam Tam and
                  Zixuan Ma and
                  Yufei Xue and
                  Jidong Zhai and
                  Wenguang Chen and
                  Zhiyuan Liu and
                  Peng Zhang and
                  Yuxiao Dong and
                  Jie Tang},
  title        = {{GLM-130B:} An Open Bilingual Pre-trained Model},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/forum?id=-Aw0rrrPUF},
  timestamp    = {Tue, 06 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ZengLDWL0YXZXTM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSZZKWC23,
  author       = {Zhiyuan Liu and
                  Yaorui Shi and
                  An Zhang and
                  Enzhi Zhang and
                  Kenji Kawaguchi and
                  Xiang Wang and
                  Tat{-}Seng Chua},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/51fd9a7d1706023cb9f8210cc6ac357c-Abstract-Conference.html},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiuSZZKWC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangHZZL023,
  author       = {Yuzhong Wang and
                  Xu Han and
                  Weilin Zhao and
                  Guoyang Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {{H3T:} Efficient Integration of Memory Optimization and Parallelism
                  for Large-scale Transformer Training},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/7886b89aced4d37dd25a6f32854bf3f9-Abstract-Conference.html},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangHZZL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuanCCGZCJL023,
  author       = {Lifan Yuan and
                  Yangyi Chen and
                  Ganqu Cui and
                  Hongcheng Gao and
                  Fangyuan Zou and
                  Xingyi Cheng and
                  Heng Ji and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Revisiting Out-of-distribution Robustness in {NLP:} Benchmarks, Analysis,
                  and LLMs Evaluations},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/b6b5f50a2001ad1cbccca96e693c4ab4-Abstract-Datasets\_and\_Benchmarks.html},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/YuanCCGZCJL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0Y00LC23,
  author       = {Ao Zhang and
                  Hao Fei and
                  Yuan Yao and
                  Wei Ji and
                  Li Li and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {VPGTrans: Transfer Visual Prompt Generator across LLMs},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/407106f4b56040b2e8dcad75a6e461e5-Abstract-Conference.html},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Zhang0Y00LC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YuLX023,
  author       = {Shi Yu and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  editor       = {Hsin{-}Hsi Chen and
                  Wei{-}Jou (Edward) Duh and
                  Hen{-}Hsen Huang and
                  Makoto P. Kato and
                  Josiane Mothe and
                  Barbara Poblete},
  title        = {OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval
                  Toolkit},
  booktitle    = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
                  Taiwan, July 23-27, 2023},
  pages        = {3160--3164},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3539618.3591813},
  doi          = {10.1145/3539618.3591813},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/YuLX023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangX0SLG023,
  author       = {Hao Wang and
                  Yao Xu and
                  Cheng Yang and
                  Chuan Shi and
                  Xin Li and
                  Ning Guo and
                  Zhiyuan Liu},
  editor       = {Tat{-}Seng Chua and
                  Hady W. Lauw and
                  Luo Si and
                  Evimaria Terzi and
                  Panayiotis Tsaparas},
  title        = {Knowledge-Adaptive Contrastive Learning for Recommendation},
  booktitle    = {Proceedings of the Sixteenth {ACM} International Conference on Web
                  Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
                  3 March 2023},
  pages        = {535--543},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3539597.3570483},
  doi          = {10.1145/3539597.3570483},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/WangX0SLG023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07324,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Yingfa Chen and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{READIN:} {A} Chinese Multi-Task Benchmark with Realistic and Diverse
                  Input Noises},
  journal      = {CoRR},
  volume       = {abs/2302.07324},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.07324},
  doi          = {10.48550/ARXIV.2302.07324},
  eprinttype    = {arXiv},
  eprint       = {2302.07324},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-07324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09582,
  author       = {Ming Li and
                  Yusheng Su and
                  Hsiu{-}Yuan Huang and
                  Jiali Cheng and
                  Xin Hu and
                  Xinmiao Zhang and
                  Huadong Wang and
                  Yujia Qin and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Dan Zhang},
  title        = {Human Emotion Knowledge Representation Emerges in Large Language Model
                  and Supports Discrete Emotion Inference},
  journal      = {CoRR},
  volume       = {abs/2302.09582},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.09582},
  doi          = {10.48550/ARXIV.2302.09582},
  eprinttype    = {arXiv},
  eprint       = {2302.09582},
  timestamp    = {Thu, 04 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-09582.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04052,
  author       = {Zihao Fu and
                  Wai Lam and
                  Qian Yu and
                  Anthony Man{-}Cho So and
                  Shengding Hu and
                  Zhiyuan Liu and
                  Nigel Collier},
  title        = {Decoder-Only or Encoder-Decoder? Interpreting Language Model as a
                  Regularized Encoder-Decoder},
  journal      = {CoRR},
  volume       = {abs/2304.04052},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.04052},
  doi          = {10.48550/ARXIV.2304.04052},
  eprinttype    = {arXiv},
  eprint       = {2304.04052},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-04052.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05845,
  author       = {Si Sun and
                  Yida Lu and
                  Shi Yu and
                  Xiangyang Li and
                  Zhonghua Li and
                  Zhao Cao and
                  Zhiyuan Liu and
                  Deiming Ye and
                  Jie Bao},
  title        = {Rethinking Dense Retrieval's Few-Shot Ability},
  journal      = {CoRR},
  volume       = {abs/2304.05845},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.05845},
  doi          = {10.48550/ARXIV.2304.05845},
  eprinttype    = {arXiv},
  eprint       = {2304.05845},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-05845.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08354,
  author       = {Yujia Qin and
                  Shengding Hu and
                  Yankai Lin and
                  Weize Chen and
                  Ning Ding and
                  Ganqu Cui and
                  Zheni Zeng and
                  Yufei Huang and
                  Chaojun Xiao and
                  Chi Han and
                  Yi Ren Fung and
                  Yusheng Su and
                  Huadong Wang and
                  Cheng Qian and
                  Runchu Tian and
                  Kunlun Zhu and
                  Shihao Liang and
                  Xingyu Shen and
                  Bokai Xu and
                  Zhen Zhang and
                  Yining Ye and
                  Bowen Li and
                  Ziwei Tang and
                  Jing Yi and
                  Yuzhang Zhu and
                  Zhenning Dai and
                  Lan Yan and
                  Xin Cong and
                  Yaxi Lu and
                  Weilin Zhao and
                  Yuxiang Huang and
                  Junxi Yan and
                  Xu Han and
                  Xian Sun and
                  Dahai Li and
                  Jason Phang and
                  Cheng Yang and
                  Tongshuang Wu and
                  Heng Ji and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Tool Learning with Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2304.08354},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.08354},
  doi          = {10.48550/ARXIV.2304.08354},
  eprinttype    = {arXiv},
  eprint       = {2304.08354},
  timestamp    = {Tue, 04 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-08354.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01278,
  author       = {Ao Zhang and
                  Hao Fei and
                  Yuan Yao and
                  Wei Ji and
                  Li Li and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  title        = {Transfer Visual Prompt Generator across LLMs},
  journal      = {CoRR},
  volume       = {abs/2305.01278},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.01278},
  doi          = {10.48550/ARXIV.2305.01278},
  eprinttype    = {arXiv},
  eprint       = {2305.01278},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-01278.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06849,
  author       = {Yujia Qin and
                  Zihan Cai and
                  Dian Jin and
                  Lan Yan and
                  Shihao Liang and
                  Kunlun Zhu and
                  Yankai Lin and
                  Xu Han and
                  Ning Ding and
                  Huadong Wang and
                  Ruobing Xie and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {WebCPM: Interactive Web Search for Chinese Long-form Question Answering},
  journal      = {CoRR},
  volume       = {abs/2305.06849},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.06849},
  doi          = {10.48550/ARXIV.2305.06849},
  eprinttype    = {arXiv},
  eprint       = {2305.06849},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-06849.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08702,
  author       = {Yujia Qin and
                  Cheng Qian and
                  Xu Han and
                  Yankai Lin and
                  Huadong Wang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Recyclable Tuning for Continual Pre-training},
  journal      = {CoRR},
  volume       = {abs/2305.08702},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.08702},
  doi          = {10.48550/ARXIV.2305.08702},
  eprinttype    = {arXiv},
  eprint       = {2305.08702},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-08702.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11540,
  author       = {Jinyi Hu and
                  Xu Han and
                  Xiaoyuan Yi and
                  Yutong Chen and
                  Wenhao Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with
                  Images as Pivots},
  journal      = {CoRR},
  volume       = {abs/2305.11540},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.11540},
  doi          = {10.48550/ARXIV.2305.11540},
  eprinttype    = {arXiv},
  eprint       = {2305.11540},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-11540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14233,
  author       = {Ning Ding and
                  Yulin Chen and
                  Bokai Xu and
                  Yujia Qin and
                  Zhi Zheng and
                  Shengding Hu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Bowen Zhou},
  title        = {Enhancing Chat Language Models by Scaling High-quality Instructional
                  Conversations},
  journal      = {CoRR},
  volume       = {abs/2305.14233},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14233},
  doi          = {10.48550/ARXIV.2305.14233},
  eprinttype    = {arXiv},
  eprint       = {2305.14233},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14233.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14318,
  author       = {Cheng Qian and
                  Chi Han and
                  Yi R. Fung and
                  Yujia Qin and
                  Zhiyuan Liu and
                  Heng Ji},
  title        = {{CREATOR:} Disentangling Abstract and Concrete Reasonings of Large
                  Language Models through Tool Creation},
  journal      = {CoRR},
  volume       = {abs/2305.14318},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14318},
  doi          = {10.48550/ARXIV.2305.14318},
  eprinttype    = {arXiv},
  eprint       = {2305.14318},
  timestamp    = {Mon, 05 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14318.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14685,
  author       = {Shi Yu and
                  Chenghao Fan and
                  Chenyan Xiong and
                  David Jin and
                  Zhiyuan Liu and
                  Zhenghao Liu},
  title        = {Fusion-in-T5: Unifying Document Ranking Signals for Improved Information
                  Retrieval},
  journal      = {CoRR},
  volume       = {abs/2305.14685},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14685},
  doi          = {10.48550/ARXIV.2305.14685},
  eprinttype    = {arXiv},
  eprint       = {2305.14685},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14685.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17331,
  author       = {Zichun Yu and
                  Chenyan Xiong and
                  Shi Yu and
                  Zhiyuan Liu},
  title        = {Augmentation-Adapted Retriever Improves Generalization of Language
                  Models as Generic Plug-In},
  journal      = {CoRR},
  volume       = {abs/2305.17331},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.17331},
  doi          = {10.48550/ARXIV.2305.17331},
  eprinttype    = {arXiv},
  eprint       = {2305.17331},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-17331.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17660,
  author       = {Chaojun Xiao and
                  Zhengyan Zhang and
                  Xu Han and
                  Chi{-}Min Chan and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Xiangyang Li and
                  Zhonghua Li and
                  Zhao Cao and
                  Maosong Sun},
  title        = {Plug-and-Play Document Modules for Pre-trained Models},
  journal      = {CoRR},
  volume       = {abs/2305.17660},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.17660},
  doi          = {10.48550/ARXIV.2305.17660},
  eprinttype    = {arXiv},
  eprint       = {2305.17660},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-17660.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17670,
  author       = {Weize Chen and
                  Xu Han and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Stochastic Bridges as Effective Regularizers for Parameter-Efficient
                  Tuning},
  journal      = {CoRR},
  volume       = {abs/2305.17670},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.17670},
  doi          = {10.48550/ARXIV.2305.17670},
  eprinttype    = {arXiv},
  eprint       = {2305.17670},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-17670.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17691,
  author       = {Zhengyan Zhang and
                  Zhiyuan Zeng and
                  Yankai Lin and
                  Huadong Wang and
                  Deming Ye and
                  Chaojun Xiao and
                  Xu Han and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Plug-and-Play Knowledge Injection for Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2305.17691},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.17691},
  doi          = {10.48550/ARXIV.2305.17691},
  eprinttype    = {arXiv},
  eprint       = {2305.17691},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-17691.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18390,
  author       = {Zhengyan Zhang and
                  Zhiyuan Zeng and
                  Yankai Lin and
                  Chaojun Xiao and
                  Xiaozhi Wang and
                  Xu Han and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Emergent Modularity in Pre-trained Transformers},
  journal      = {CoRR},
  volume       = {abs/2305.18390},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.18390},
  doi          = {10.48550/ARXIV.2305.18390},
  eprinttype    = {arXiv},
  eprint       = {2305.18390},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-18390.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18503,
  author       = {Yangyi Chen and
                  Hongcheng Gao and
                  Ganqu Cui and
                  Lifan Yuan and
                  Dehan Kong and
                  Hanlu Wu and
                  Ning Shi and
                  Bo Yuan and
                  Longtao Huang and
                  Hui Xue and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Heng Ji},
  title        = {From Adversarial Arms Race to Model-centric Evaluation: Motivating
                  a Unified Automatic Robustness Evaluation Framework},
  journal      = {CoRR},
  volume       = {abs/2305.18503},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.18503},
  doi          = {10.48550/ARXIV.2305.18503},
  eprinttype    = {arXiv},
  eprint       = {2305.18503},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-18503.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19500,
  author       = {Yulin Chen and
                  Ning Ding and
                  Xiaobin Wang and
                  Shengding Hu and
                  Hai{-}Tao Zheng and
                  Zhiyuan Liu and
                  Pengjun Xie},
  title        = {Exploring Lottery Prompts for Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2305.19500},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.19500},
  doi          = {10.48550/ARXIV.2305.19500},
  eprinttype    = {arXiv},
  eprint       = {2305.19500},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-19500.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19912,
  author       = {Xinze Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Shi Yu and
                  Yu Gu and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {Structure-Aware Language Model Pretraining Improves Dense Retrieval
                  on Structured Data},
  journal      = {CoRR},
  volume       = {abs/2305.19912},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.19912},
  doi          = {10.48550/ARXIV.2305.19912},
  eprinttype    = {arXiv},
  eprint       = {2305.19912},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-19912.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02320,
  author       = {Yusheng Su and
                  Chi{-}Min Chan and
                  Jiali Cheng and
                  Yujia Qin and
                  Yankai Lin and
                  Shengding Hu and
                  Zonghan Yang and
                  Ning Ding and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Arbitrary Few Parameters are Good Enough for Adapting Large-scale
                  Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2306.02320},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.02320},
  doi          = {10.48550/ARXIV.2306.02320},
  eprinttype    = {arXiv},
  eprint       = {2306.02320},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-02320.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04618,
  author       = {Lifan Yuan and
                  Yangyi Chen and
                  Ganqu Cui and
                  Hongcheng Gao and
                  Fangyuan Zou and
                  Xingyi Cheng and
                  Heng Ji and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Revisiting Out-of-distribution Robustness in {NLP:} Benchmark, Analysis,
                  and LLMs Evaluations},
  journal      = {CoRR},
  volume       = {abs/2306.04618},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.04618},
  doi          = {10.48550/ARXIV.2306.04618},
  eprinttype    = {arXiv},
  eprint       = {2306.04618},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-04618.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06918,
  author       = {Hao Peng and
                  Xiaozhi Wang and
                  Feng Yao and
                  Kaisheng Zeng and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Weixing Shen},
  title        = {The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation},
  journal      = {CoRR},
  volume       = {abs/2306.06918},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.06918},
  doi          = {10.48550/ARXIV.2306.06918},
  eprinttype    = {arXiv},
  eprint       = {2306.06918},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-06918.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09296,
  author       = {Jifan Yu and
                  Xiaozhi Wang and
                  Shangqing Tu and
                  Shulin Cao and
                  Daniel Zhang{-}li and
                  Xin Lv and
                  Hao Peng and
                  Zijun Yao and
                  Xiaohan Zhang and
                  Hanming Li and
                  Chunyang Li and
                  Zheyuan Zhang and
                  Yushi Bai and
                  Yantao Liu and
                  Amy Xin and
                  Nianyi Lin and
                  Kaifeng Yun and
                  Linlu Gong and
                  Jianhui Chen and
                  Zhili Wu and
                  Yunjia Qi and
                  Weikai Li and
                  Yong Guan and
                  Kaisheng Zeng and
                  Ji Qi and
                  Hailong Jin and
                  Jinxin Liu and
                  Yu Gu and
                  Yuan Yao and
                  Ning Ding and
                  Lei Hou and
                  Zhiyuan Liu and
                  Bin Xu and
                  Jie Tang and
                  Juanzi Li},
  title        = {KoLA: Carefully Benchmarking World Knowledge of Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2306.09296},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.09296},
  doi          = {10.48550/ARXIV.2306.09296},
  eprinttype    = {arXiv},
  eprint       = {2306.09296},
  timestamp    = {Thu, 25 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-09296.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11976,
  author       = {Zheni Zeng and
                  Bangchen Yin and
                  Shipeng Wang and
                  Jiarui Liu and
                  Cheng Yang and
                  Haishen Yao and
                  Xingzhi Sun and
                  Maosong Sun and
                  Guotong Xie and
                  Zhiyuan Liu},
  title        = {Interactive Molecular Discovery with Natural Language},
  journal      = {CoRR},
  volume       = {abs/2306.11976},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.11976},
  doi          = {10.48550/ARXIV.2306.11976},
  eprinttype    = {arXiv},
  eprint       = {2306.11976},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-11976.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02394,
  author       = {Shengding Hu and
                  Yifan Luo and
                  Huadong Wang and
                  Xingyi Cheng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Won't Get Fooled Again: Answering Questions with False Premises},
  journal      = {CoRR},
  volume       = {abs/2307.02394},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.02394},
  doi          = {10.48550/ARXIV.2307.02394},
  eprinttype    = {arXiv},
  eprint       = {2307.02394},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-02394.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03084,
  author       = {Shengding Hu and
                  Ning Ding and
                  Weilin Zhao and
                  Xingtai Lv and
                  Zhen Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {OpenDelta: {A} Plug-and-play Library for Parameter-efficient Adaptation
                  of Pre-trained Models},
  journal      = {CoRR},
  volume       = {abs/2307.03084},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.03084},
  doi          = {10.48550/ARXIV.2307.03084},
  eprinttype    = {arXiv},
  eprint       = {2307.03084},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-03084.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07705,
  author       = {Weilin Zhao and
                  Yuxiang Huang and
                  Xu Han and
                  Zhiyuan Liu and
                  Zhengyan Zhang and
                  Maosong Sun},
  title        = {{CPET:} Effective Parameter-Efficient Tuning for Compressed Large
                  Language Models},
  journal      = {CoRR},
  volume       = {abs/2307.07705},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.07705},
  doi          = {10.48550/ARXIV.2307.07705},
  eprinttype    = {arXiv},
  eprint       = {2307.07705},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-07705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07924,
  author       = {Chen Qian and
                  Xin Cong and
                  Cheng Yang and
                  Weize Chen and
                  Yusheng Su and
                  Juyuan Xu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Communicative Agents for Software Development},
  journal      = {CoRR},
  volume       = {abs/2307.07924},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.07924},
  doi          = {10.48550/ARXIV.2307.07924},
  eprinttype    = {arXiv},
  eprint       = {2307.07924},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-07924.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15504,
  author       = {Shihao Liang and
                  Kunlun Zhu and
                  Runchu Tian and
                  Yujia Qin and
                  Huadong Wang and
                  Xin Cong and
                  Zhiyuan Liu and
                  Xiaojiang Liu and
                  Maosong Sun},
  title        = {Exploring Format Consistency for Instruction Tuning},
  journal      = {CoRR},
  volume       = {abs/2307.15504},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.15504},
  doi          = {10.48550/ARXIV.2307.15504},
  eprinttype    = {arXiv},
  eprint       = {2307.15504},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-15504.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16789,
  author       = {Yujia Qin and
                  Shihao Liang and
                  Yining Ye and
                  Kunlun Zhu and
                  Lan Yan and
                  Yaxi Lu and
                  Yankai Lin and
                  Xin Cong and
                  Xiangru Tang and
                  Bill Qian and
                  Sihan Zhao and
                  Runchu Tian and
                  Ruobing Xie and
                  Jie Zhou and
                  Mark Gerstein and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world
                  APIs},
  journal      = {CoRR},
  volume       = {abs/2307.16789},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.16789},
  doi          = {10.48550/ARXIV.2307.16789},
  eprinttype    = {arXiv},
  eprint       = {2307.16789},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-16789.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07201,
  author       = {Chi{-}Min Chan and
                  Weize Chen and
                  Yusheng Su and
                  Jianxuan Yu and
                  Wei Xue and
                  Shanghang Zhang and
                  Jie Fu and
                  Zhiyuan Liu},
  title        = {ChatEval: Towards Better LLM-based Evaluators through Multi-Agent
                  Debate},
  journal      = {CoRR},
  volume       = {abs/2308.07201},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.07201},
  doi          = {10.48550/ARXIV.2308.07201},
  eprinttype    = {arXiv},
  eprint       = {2308.07201},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-07201.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10848,
  author       = {Weize Chen and
                  Yusheng Su and
                  Jingwei Zuo and
                  Cheng Yang and
                  Chenfei Yuan and
                  Chen Qian and
                  Chi{-}Min Chan and
                  Yujia Qin and
                  Yaxi Lu and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent
                  Behaviors in Agents},
  journal      = {CoRR},
  volume       = {abs/2308.10848},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.10848},
  doi          = {10.48550/ARXIV.2308.10848},
  eprinttype    = {arXiv},
  eprint       = {2308.10848},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-10848.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12038,
  author       = {Jinyi Hu and
                  Yuan Yao and
                  Chongyi Wang and
                  Shan Wang and
                  Yinxu Pan and
                  Qianyu Chen and
                  Tianyu Yu and
                  Hanghao Wu and
                  Yue Zhao and
                  Haoye Zhang and
                  Xu Han and
                  Yankai Lin and
                  Jiao Xue and
                  Dahai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Large Multilingual Models Pivot Zero-Shot Multimodal Learning across
                  Languages},
  journal      = {CoRR},
  volume       = {abs/2308.12038},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.12038},
  doi          = {10.48550/ARXIV.2308.12038},
  eprinttype    = {arXiv},
  eprint       = {2308.12038},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-12038.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12519,
  author       = {Yining Ye and
                  Xin Cong and
                  Yujia Qin and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Large Language Model as Autonomous Decision Maker},
  journal      = {CoRR},
  volume       = {abs/2308.12519},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.12519},
  doi          = {10.48550/ARXIV.2308.12519},
  eprinttype    = {arXiv},
  eprint       = {2308.12519},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-12519.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14029,
  author       = {Zhenghao Liu and
                  Sen Mei and
                  Chenyan Xiong and
                  Xiaohua Li and
                  Shi Yu and
                  Zhiyuan Liu and
                  Yu Gu and
                  Ge Yu},
  title        = {Text Matching Improves Sequential Recommendation by Reducing Popularity
                  Biases},
  journal      = {CoRR},
  volume       = {abs/2308.14029},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.14029},
  doi          = {10.48550/ARXIV.2308.14029},
  eprinttype    = {arXiv},
  eprint       = {2308.14029},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-14029.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08112,
  author       = {Yulin Chen and
                  Ning Ding and
                  Hai{-}Tao Zheng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Bowen Zhou},
  title        = {Empowering Private Tutoring by Chaining Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.08112},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.08112},
  doi          = {10.48550/ARXIV.2309.08112},
  eprinttype    = {arXiv},
  eprint       = {2309.08112},
  timestamp    = {Sun, 21 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-08112.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14763,
  author       = {Chenyang Song and
                  Xu Han and
                  Zheni Zeng and
                  Kuai Li and
                  Chen Chen and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Tao Yang},
  title        = {ConPET: Continual Parameter-Efficient Tuning for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.14763},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.14763},
  doi          = {10.48550/ARXIV.2309.14763},
  eprinttype    = {arXiv},
  eprint       = {2309.14763},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-14763.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00653,
  author       = {Tianyu Yu and
                  Jinyi Hu and
                  Yuan Yao and
                  Haoye Zhang and
                  Yue Zhao and
                  Chongyi Wang and
                  Shan Wang and
                  Yinxv Pan and
                  Jiao Xue and
                  Dahai Li and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Maosong Sun},
  title        = {Reformulating Vision-Language Foundation Models and Datasets Towards
                  Universal Multimodal Assistants},
  journal      = {CoRR},
  volume       = {abs/2310.00653},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.00653},
  doi          = {10.48550/ARXIV.2310.00653},
  eprinttype    = {arXiv},
  eprint       = {2310.00653},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-00653.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01377,
  author       = {Ganqu Cui and
                  Lifan Yuan and
                  Ning Ding and
                  Guanming Yao and
                  Wei Zhu and
                  Yuan Ni and
                  Guotong Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {UltraFeedback: Boosting Language Models with High-quality Feedback},
  journal      = {CoRR},
  volume       = {abs/2310.01377},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01377},
  doi          = {10.48550/ARXIV.2310.01377},
  eprinttype    = {arXiv},
  eprint       = {2310.01377},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01377.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03262,
  author       = {Shengding Hu and
                  Xin Liu and
                  Xu Han and
                  Xinrong Zhang and
                  Chaoqun He and
                  Weilin Zhao and
                  Yankai Lin and
                  Ning Ding and
                  Zebin Ou and
                  Guoyang Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Unlock Predictable Scaling from Emergent Abilities},
  journal      = {CoRR},
  volume       = {abs/2310.03262},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.03262},
  doi          = {10.48550/ARXIV.2310.03262},
  eprinttype    = {arXiv},
  eprint       = {2310.03262},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-03262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05155,
  author       = {Cheng Qian and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu},
  title        = {Toolink: Linking Toolkit Creation and Using through Chain-of-Solving
                  on Open-Source Model},
  journal      = {CoRR},
  volume       = {abs/2310.05155},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.05155},
  doi          = {10.48550/ARXIV.2310.05155},
  eprinttype    = {arXiv},
  eprint       = {2310.05155},
  timestamp    = {Fri, 20 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-05155.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12798,
  author       = {Zhiyuan Liu and
                  Sihang Li and
                  Yanchen Luo and
                  Hao Fei and
                  Yixin Cao and
                  Kenji Kawaguchi and
                  Xiang Wang and
                  Tat{-}Seng Chua},
  title        = {MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector
                  and Uni-Modal Adapter},
  journal      = {CoRR},
  volume       = {abs/2310.12798},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.12798},
  doi          = {10.48550/ARXIV.2310.12798},
  eprinttype    = {arXiv},
  eprint       = {2310.12798},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12798.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12818,
  author       = {Weize Chen and
                  Xiaoyue Xu and
                  Xu Han and
                  Yankai Lin and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared
                  Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2310.12818},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.12818},
  doi          = {10.48550/ARXIV.2310.12818},
  eprinttype    = {arXiv},
  eprint       = {2310.12818},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12818.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13540,
  author       = {Zekai Qu and
                  Ruobing Xie and
                  Chaojun Xiao and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Fengzong Lian and
                  Zhanhui Kang and
                  Jie Zhou},
  title        = {Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language},
  journal      = {CoRR},
  volume       = {abs/2310.13540},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.13540},
  doi          = {10.48550/ARXIV.2310.13540},
  eprinttype    = {arXiv},
  eprint       = {2310.13540},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13590,
  author       = {Yaorui Shi and
                  An Zhang and
                  Enzhi Zhang and
                  Zhiyuan Liu and
                  Xiang Wang},
  title        = {ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction},
  journal      = {CoRR},
  volume       = {abs/2310.13590},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.13590},
  doi          = {10.48550/ARXIV.2310.13590},
  eprinttype    = {arXiv},
  eprint       = {2310.13590},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13590.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14037,
  author       = {Tianshuo Zhou and
                  Sen Mei and
                  Xinze Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Yu Gu and
                  Ge Yu},
  title        = {Unlock Multi-Modal Capability of Dense Retrieval via Visual Module
                  Plugin},
  journal      = {CoRR},
  volume       = {abs/2310.14037},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.14037},
  doi          = {10.48550/ARXIV.2310.14037},
  eprinttype    = {arXiv},
  eprint       = {2310.14037},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14037.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14753,
  author       = {Zhiyuan Liu and
                  Yaorui Shi and
                  An Zhang and
                  Enzhi Zhang and
                  Kenji Kawaguchi and
                  Xiang Wang and
                  Tat{-}Seng Chua},
  title        = {Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules},
  journal      = {CoRR},
  volume       = {abs/2310.14753},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.14753},
  doi          = {10.48550/ARXIV.2310.14753},
  eprinttype    = {arXiv},
  eprint       = {2310.14753},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14753.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15602,
  author       = {Qingquan Li and
                  Yiran Hu and
                  Feng Yao and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Weixing Shen},
  title        = {{MUSER:} {A} Multi-View Similar Case Retrieval Dataset},
  journal      = {CoRR},
  volume       = {abs/2310.15602},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.15602},
  doi          = {10.48550/ARXIV.2310.15602},
  eprinttype    = {arXiv},
  eprint       = {2310.15602},
  timestamp    = {Mon, 15 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-15602.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15724,
  author       = {Chaojun Xiao and
                  Yuqi Luo and
                  Wenbin Zhang and
                  Pengle Zhang and
                  Xu Han and
                  Yankai Lin and
                  Zhengyan Zhang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Variator: Accelerating Pre-trained Models with Plug-and-Play Compression
                  Modules},
  journal      = {CoRR},
  volume       = {abs/2310.15724},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.15724},
  doi          = {10.48550/ARXIV.2310.15724},
  eprinttype    = {arXiv},
  eprint       = {2310.15724},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-15724.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16605,
  author       = {Peixuan Han and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Chenyan Xiong},
  title        = {Distributionally Robust Unsupervised Dense Retrieval Training on Web
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/2310.16605},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.16605},
  doi          = {10.48550/ARXIV.2310.16605},
  eprinttype    = {arXiv},
  eprint       = {2310.16605},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-16605.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09105,
  author       = {Xiaozhi Wang and
                  Hao Peng and
                  Yong Guan and
                  Kaisheng Zeng and
                  Jianhui Chen and
                  Lei Hou and
                  Xu Han and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Jie Zhou and
                  Juanzi Li},
  title        = {MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding
                  Dataset with Event Argument Annotation},
  journal      = {CoRR},
  volume       = {abs/2311.09105},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.09105},
  doi          = {10.48550/ARXIV.2311.09105},
  eprinttype    = {arXiv},
  eprint       = {2311.09105},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-09105.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09868,
  author       = {Hanbin Wang and
                  Zhenghao Liu and
                  Shuo Wang and
                  Ganqu Cui and
                  Ning Ding and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {{INTERVENOR:} Prompt the Coding Ability of Large Language Models with
                  the Interactive Chain of Repairing},
  journal      = {CoRR},
  volume       = {abs/2311.09868},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.09868},
  doi          = {10.48550/ARXIV.2311.09868},
  eprinttype    = {arXiv},
  eprint       = {2311.09868},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-09868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10751,
  author       = {Yining Ye and
                  Xin Cong and
                  Shizuo Tian and
                  Jiannan Cao and
                  Hao Wang and
                  Yujia Qin and
                  Yaxi Lu and
                  Heyang Yu and
                  Huadong Wang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {ProAgent: From Robotic Process Automation to Agentic Process Automation},
  journal      = {CoRR},
  volume       = {abs/2311.10751},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.10751},
  doi          = {10.48550/ARXIV.2311.10751},
  eprinttype    = {arXiv},
  eprint       = {2311.10751},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-10751.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11696,
  author       = {Ning Ding and
                  Xingtai Lv and
                  Qiaosen Wang and
                  Yulin Chen and
                  Bowen Zhou and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Sparse Low-rank Adaptation of Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2311.11696},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.11696},
  doi          = {10.48550/ARXIV.2311.11696},
  eprinttype    = {arXiv},
  eprint       = {2311.11696},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-11696.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00849,
  author       = {Tianyu Yu and
                  Yuan Yao and
                  Haoye Zhang and
                  Taiwen He and
                  Yifeng Han and
                  Ganqu Cui and
                  Jinyi Hu and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Maosong Sun and
                  Tat{-}Seng Chua},
  title        = {{RLHF-V:} Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained
                  Correctional Human Feedback},
  journal      = {CoRR},
  volume       = {abs/2312.00849},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.00849},
  doi          = {10.48550/ARXIV.2312.00849},
  eprinttype    = {arXiv},
  eprint       = {2312.00849},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-00849.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01454,
  author       = {Xuanhe Zhou and
                  Guoliang Li and
                  Zhaoyan Sun and
                  Zhiyuan Liu and
                  Weize Chen and
                  Jianming Wu and
                  Jiesi Liu and
                  Ruohang Feng and
                  Guoyang Zeng},
  title        = {D-Bot: Database Diagnosis System using Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2312.01454},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.01454},
  doi          = {10.48550/ARXIV.2312.01454},
  eprinttype    = {arXiv},
  eprint       = {2312.01454},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-01454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17025,
  author       = {Chen Qian and
                  Yufan Dang and
                  Jiahao Li and
                  Wei Liu and
                  Weize Chen and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Experiential Co-Learning of Software-Developing Agents},
  journal      = {CoRR},
  volume       = {abs/2312.17025},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.17025},
  doi          = {10.48550/ARXIV.2312.17025},
  eprinttype    = {arXiv},
  eprint       = {2312.17025},
  timestamp    = {Mon, 08 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-17025.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17294,
  author       = {Bohan Lyu and
                  Xin Cong and
                  Heyang Yu and
                  Pan Yang and
                  Yujia Qin and
                  Yining Ye and
                  Yaxi Lu and
                  Zhong Zhang and
                  Yukun Yan and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension},
  journal      = {CoRR},
  volume       = {abs/2312.17294},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.17294},
  doi          = {10.48550/ARXIV.2312.17294},
  eprinttype    = {arXiv},
  eprint       = {2312.17294},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-17294.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/HanZDLS22,
  author       = {Xu Han and
                  Weilin Zhao and
                  Ning Ding and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{PTR:} Prompt Tuning with Rules for Text Classification},
  journal      = {{AI} Open},
  volume       = {3},
  pages        = {182--192},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.aiopen.2022.11.003},
  doi          = {10.1016/J.AIOPEN.2022.11.003},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/HanZDLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/LeeYOLWLW22,
  author       = {Jae Hee Lee and
                  Yuan Yao and
                  Ozan {\"{O}}zdemir and
                  Mengdi Li and
                  Cornelius Weber and
                  Zhiyuan Liu and
                  Stefan Wermter},
  title        = {Spatial relation learning in complementary scenarios with deep neural
                  networks},
  journal      = {Frontiers Neurorobotics},
  volume       = {16},
  year         = {2022},
  url          = {https://doi.org/10.3389/fnbot.2022.844753},
  doi          = {10.3389/FNBOT.2022.844753},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/finr/LeeYOLWLW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/WangSTZL22,
  author       = {Huadong Wang and
                  Xin Shen and
                  Mei Tu and
                  Yimeng Zhuang and
                  Zhiyuan Liu},
  title        = {Improved Transformer With Multi-Head Dense Collaboration},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {30},
  pages        = {2754--2767},
  year         = {2022},
  url          = {https://doi.org/10.1109/TASLP.2022.3199648},
  doi          = {10.1109/TASLP.2022.3199648},
  timestamp    = {Sun, 12 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/taslp/WangSTZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/SongSS022,
  author       = {Guojie Song and
                  Chuan Shi and
                  Yizhou Sun and
                  Zhiyuan Liu},
  title        = {Guest Editorial: Special Issue on Social Media Computing},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {8},
  number       = {4},
  pages        = {953--954},
  year         = {2022},
  url          = {https://doi.org/10.1109/TBDATA.2021.3119083},
  doi          = {10.1109/TBDATA.2021.3119083},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/SongSS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiLHLM22,
  author       = {Chuan Shi and
                  Yuanfu Lu and
                  Linmei Hu and
                  Zhiyuan Liu and
                  Huadong Ma},
  title        = {{RHINE:} Relation Structure-Aware Heterogeneous Information Network
                  Embedding},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {1},
  pages        = {433--447},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2982898},
  doi          = {10.1109/TKDE.2020.2982898},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ShiLHLM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangYLSFZL22,
  author       = {Zhengyan Zhang and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Zhichong Fang and
                  Bo Zhang and
                  Leyu Lin},
  title        = {{COSINE:} Compressive Network Embedding on Large-Scale Information
                  Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {8},
  pages        = {3655--3668},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.3030539},
  doi          = {10.1109/TKDE.2020.3030539},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangYLSFZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiWYWZLSZL22,
  author       = {Zhen Li and
                  Xiting Wang and
                  Weikai Yang and
                  Jing Wu and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Hui Zhang and
                  Shixia Liu},
  title        = {A Unified Understanding of Deep {NLP} Models for Text Classification},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {28},
  number       = {12},
  pages        = {4980--4994},
  year         = {2022},
  url          = {https://doi.org/10.1109/TVCG.2022.3184186},
  doi          = {10.1109/TVCG.2022.3184186},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvcg/LiWYWZLSZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoYL0JC22,
  author       = {Junbin Xiao and
                  Angela Yao and
                  Zhiyuan Liu and
                  Yicong Li and
                  Wei Ji and
                  Tat{-}Seng Chua},
  title        = {Video as Conditional Graph Hierarchy for Multi-Granular Question Answering},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {2804--2812},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i3.20184},
  doi          = {10.1609/AAAI.V36I3.20184},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XiaoYL0JC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DingHZCLZS22,
  author       = {Ning Ding and
                  Shengding Hu and
                  Weilin Zhao and
                  Yulin Chen and
                  Zhiyuan Liu and
                  Haitao Zheng and
                  Maosong Sun},
  editor       = {Valerio Basile and
                  Zornitsa Kozareva and
                  Sanja Stajner},
  title        = {OpenPrompt: An Open-source Framework for Prompt-learning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2022 - System Demonstrations, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {105--113},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-demo.10},
  doi          = {10.18653/V1/2022.ACL-DEMO.10},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/DingHZCLZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YeQLS22,
  author       = {Yining Ye and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Going "Deeper": Structured Sememe Prediction via Transformer
                  with Tree Attention},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {128--138},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.12},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.12},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YeQLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiLLMSZ22,
  author       = {Fanchao Qi and
                  Chuancheng Lv and
                  Zhiyuan Liu and
                  Xiaojun Meng and
                  Maosong Sun and
                  Hai{-}Tao Zheng},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal
                  Information},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {158--168},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.15},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.15},
  timestamp    = {Sun, 21 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiLLMSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YaoXWL0TLLSS22,
  author       = {Feng Yao and
                  Chaojun Xiao and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Lei Hou and
                  Cunchao Tu and
                  Juanzi Li and
                  Yun Liu and
                  Weixing Shen and
                  Maosong Sun},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {{LEVEN:} {A} Large-Scale Chinese Legal Event Detection Dataset},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {183--201},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.17},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.17},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YaoXWL0TLLSS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HanZZLZZZCS22,
  author       = {Xu Han and
                  Guoyang Zeng and
                  Weilin Zhao and
                  Zhiyuan Liu and
                  Zhengyan Zhang and
                  Jie Zhou and
                  Jun Zhang and
                  Jia Chao and
                  Maosong Sun},
  editor       = {Valerio Basile and
                  Zornitsa Kozareva and
                  Sanja Stajner},
  title        = {BMInf: An Efficient Toolkit for Big Model Inference and Tuning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2022 - System Demonstrations, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {224--230},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-demo.22},
  doi          = {10.18653/V1/2022.ACL-DEMO.22},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HanZZLZZZCS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiYYCLS22,
  author       = {Fanchao Qi and
                  Yanhui Yang and
                  Jing Yi and
                  Zhili Cheng and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {QuoteR: {A} Benchmark of Quote Recommendation for Writing},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {336--348},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.27},
  doi          = {10.18653/V1/2022.ACL-LONG.27},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiYYCLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YeL0S022,
  author       = {Deming Ye and
                  Yankai Lin and
                  Peng Li and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {A Simple but Effective Pluggable Entity Lookup Table for Pre-trained
                  Language Models},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 2: Short Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {523--529},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-short.57},
  doi          = {10.18653/V1/2022.ACL-SHORT.57},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YeL0S022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangL00S022,
  author       = {Zhengyan Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {MoEfication: Transformer Feed-forward Layers are Mixtures of Experts},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {877--890},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.71},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.71},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangL00S022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenYS0QWWCL022,
  author       = {Cheng Chen and
                  Yichun Yin and
                  Lifeng Shang and
                  Xin Jiang and
                  Yujia Qin and
                  Fengyu Wang and
                  Zhi Wang and
                  Xiao Chen and
                  Zhiyuan Liu and
                  Qun Liu},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {bert2BERT: Towards Reusable Pretrained Language Models},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {2134--2148},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.151},
  doi          = {10.18653/V1/2022.ACL-LONG.151},
  timestamp    = {Thu, 04 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenYS0QWWCL022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuDWLWLWS22,
  author       = {Shengding Hu and
                  Ning Ding and
                  Huadong Wang and
                  Zhiyuan Liu and
                  Jingang Wang and
                  Juanzi Li and
                  Wei Wu and
                  Maosong Sun},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer
                  for Text Classification},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {2225--2240},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.158},
  doi          = {10.18653/V1/2022.ACL-LONG.158},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HuDWLWLWS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HanLCLSZFZ22,
  author       = {Xu Han and
                  Yuqi Luo and
                  Weize Chen and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Botong Zhou and
                  Fei Hao and
                  Suncong Zheng},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing
                  for Low-Resource Languages},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {2241--2250},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.159},
  doi          = {10.18653/V1/2022.ACL-LONG.159},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HanLCLSZFZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QinZLL0SZ22,
  author       = {Yujia Qin and
                  Jiajie Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {{ELLE:} Efficient Lifelong Pre-training for Emerging Data},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {2789--2810},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.220},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.220},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QinZLL0SZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YaoDZZXLLS022,
  author       = {Yuan Yao and
                  Bowen Dong and
                  Ao Zhang and
                  Zhengyan Zhang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Leyu Lin and
                  Maosong Sun and
                  Jianyong Wang},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Prompt Tuning for Discriminative Pre-trained Language Models},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {3468--3473},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.273},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.273},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YaoDZZXLLS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LvL00LLLZ22,
  author       = {Xin Lv and
                  Yankai Lin and
                  Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Peng Li and
                  Jie Zhou},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Do Pre-trained Models Benefit Knowledge Graph Completion? {A} Reliable
                  Evaluation and a Reasonable Approach},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2022,
                  Dublin, Ireland, May 22-27, 2022},
  pages        = {3570--3581},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-acl.282},
  doi          = {10.18653/V1/2022.FINDINGS-ACL.282},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/LvL00LLLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhuQQDLS022,
  author       = {Biru Zhu and
                  Yujia Qin and
                  Fanchao Qi and
                  Yangdong Deng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Ming Gu},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained
                  Models},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {5060--5072},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.347},
  doi          = {10.18653/V1/2022.ACL-LONG.347},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhuQQDLS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenHLZLLSZ22,
  author       = {Weize Chen and
                  Xu Han and
                  Yankai Lin and
                  Hexu Zhao and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Fully Hyperbolic Neural Networks},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {5672--5686},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.389},
  doi          = {10.18653/V1/2022.ACL-LONG.389},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenHLZLLSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CuiHDHL22,
  author       = {Ganqu Cui and
                  Shengding Hu and
                  Ning Ding and
                  Longtao Huang and
                  Zhiyuan Liu},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Prototypical Verbalizer for Prompt-based Few-shot Tuning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {7014--7024},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.483},
  doi          = {10.18653/V1/2022.ACL-LONG.483},
  timestamp    = {Tue, 24 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/CuiHDHL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaoS0LY0L0X22,
  author       = {Shulin Cao and
                  Jiaxin Shi and
                  Zijun Yao and
                  Xin Lv and
                  Jifan Yu and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Jinghui Xiao},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Program Transfer for Answering Complex Questions over Knowledge Bases},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {8128--8140},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.559},
  doi          = {10.18653/V1/2022.ACL-LONG.559},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/CaoS0LY0L0X22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GuHLH22,
  author       = {Yuxian Gu and
                  Xu Han and
                  Zhiyuan Liu and
                  Minlie Huang},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {{PPT:} Pre-trained Prompt Tuning for Few-shot Learning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {8410--8423},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.576},
  doi          = {10.18653/V1/2022.ACL-LONG.576},
  timestamp    = {Mon, 06 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/GuHLH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/YuGZLLSZ22,
  author       = {Zichun Yu and
                  Tianyu Gao and
                  Zhengyan Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Nicoletta Calzolari and
                  Chu{-}Ren Huang and
                  Hansaem Kim and
                  James Pustejovsky and
                  Leo Wanner and
                  Key{-}Sun Choi and
                  Pum{-}Mo Ryu and
                  Hsin{-}Hsi Chen and
                  Lucia Donatelli and
                  Heng Ji and
                  Sadao Kurohashi and
                  Patrizia Paggio and
                  Nianwen Xue and
                  Seokhwan Kim and
                  Younggyun Hahm and
                  Zhong He and
                  Tony Kyungil Lee and
                  Enrico Santus and
                  Francis Bond and
                  Seung{-}Hoon Na},
  title        = {Automatic Label Sequence Generation for Prompting Sequence-to-sequence
                  Models},
  booktitle    = {Proceedings of the 29th International Conference on Computational
                  Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
                  2022},
  pages        = {4965--4975},
  publisher    = {International Committee on Computational Linguistics},
  year         = {2022},
  url          = {https://aclanthology.org/2022.coling-1.440},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/YuGZLLSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangYCJLSC22,
  author       = {Ao Zhang and
                  Yuan Yao and
                  Qianyu Chen and
                  Wei Ji and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Tat{-}Seng Chua},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Fine-Grained Scene Graph Generation with Data Transfer},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXVII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13687},
  pages        = {409--424},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19812-0\_24},
  doi          = {10.1007/978-3-031-19812-0\_24},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhangYCJLSC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangGCHZZCLS22,
  author       = {Zhengyan Zhang and
                  Baitao Gong and
                  Yingfa Chen and
                  Xu Han and
                  Guoyang Zeng and
                  Weilin Zhao and
                  Yanxu Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Wanxiang Che and
                  Ekaterina Shutova},
  title        = {BMCook: {A} Task-agnostic Compression Toolkit for Big Models},
  booktitle    = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
                  UAE, December 7-11, 2022},
  pages        = {396--405},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-demos.40},
  doi          = {10.18653/V1/2022.EMNLP-DEMOS.40},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ZhangGCHZZCLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangC0PWL00LLLZ22,
  author       = {Xiaozhi Wang and
                  Yulin Chen and
                  Ning Ding and
                  Hao Peng and
                  Zimu Wang and
                  Yankai Lin and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Peng Li and
                  Jie Zhou},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {{MAVEN-ERE:} {A} Unified Large-scale Dataset for Event Coreference,
                  Temporal, Causal, and Subevent Relation Extraction},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {926--941},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.60},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.60},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/WangC0PWL00LLLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YiCQL000SZ22,
  author       = {Jing Yi and
                  Weize Chen and
                  Yujia Qin and
                  Yankai Lin and
                  Ning Ding and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Different Tunes Played with Equal Skill: Exploring a Unified Optimization
                  Subspace for Parameter-Efficient Tuning},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  pages        = {3348--3366},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-emnlp.244},
  doi          = {10.18653/V1/2022.FINDINGS-EMNLP.244},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YiCQL000SZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PengWHJ0L0022,
  author       = {Hao Peng and
                  Xiaozhi Wang and
                  Shengding Hu and
                  Hailong Jin and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Qun Liu},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {{COPEN:} Probing Conceptual Knowledge in Pre-trained Language Models},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {5015--5035},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.335},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.335},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/PengWHJ0L0022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuZX00L22,
  author       = {Zhenghao Liu and
                  Han Zhang and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Yu Gu and
                  Xiaohua Li},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Dimension Reduction for Efficient Dense Retrieval via Conditional
                  Autoencoder},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {5692--5698},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.384},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.384},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuZX00L22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SunXYO0B22,
  author       = {Si Sun and
                  Chenyan Xiong and
                  Yue Yu and
                  Arnold Overwijk and
                  Zhiyuan Liu and
                  Jie Bao},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation
                  Negatives},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {6639--6654},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.445},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.445},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/SunXYO0B22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QinQYCLHLSZ22,
  author       = {Yujia Qin and
                  Cheng Qian and
                  Jing Yi and
                  Weize Chen and
                  Yankai Lin and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Exploring Mode Connectivity for Pre-trained Language Models},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {6726--6746},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.451},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.451},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QinQYCLHLSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangQWYSLL22,
  author       = {Yufei Huang and
                  Yujia Qin and
                  Huadong Wang and
                  Yichun Yin and
                  Maosong Sun and
                  Zhiyuan Liu and
                  Qun Liu},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {{FPT:} Improving Prompt Tuning Efficiency via Progressive Training},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  pages        = {6877--6887},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-emnlp.511},
  doi          = {10.18653/V1/2022.FINDINGS-EMNLP.511},
  timestamp    = {Tue, 04 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HuangQWYSLL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0002C0XWX00LK22,
  author       = {Ning Ding and
                  Yulin Chen and
                  Xu Han and
                  Guangwei Xu and
                  Xiaobin Wang and
                  Pengjun Xie and
                  Haitao Zheng and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Hong{-}Gee Kim},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Prompt-learning for Fine-grained Entity Typing},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  pages        = {6888--6901},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-emnlp.512},
  doi          = {10.18653/V1/2022.FINDINGS-EMNLP.512},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/0002C0XWX00LK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YaoCZ0LCS22,
  author       = {Yuan Yao and
                  Qianyu Chen and
                  Ao Zhang and
                  Wei Ji and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {{PEVL:} Position-enhanced Pre-training and Prompt Tuning for Vision-language
                  Models},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {11104--11117},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.763},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.763},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YaoCZ0LCS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangWZ0LL22,
  author       = {Xiaozhi Wang and
                  Kaiyue Wen and
                  Zhengyan Zhang and
                  Lei Hou and
                  Zhiyuan Liu and
                  Juanzi Li},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Finding Skill Neurons in Pre-trained Transformer-based Language Models},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {11132--11152},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.765},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.765},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/WangWZ0LL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenQG0S22,
  author       = {Yangyi Chen and
                  Fanchao Qi and
                  Hongcheng Gao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {11215--11221},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.770},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.770},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ChenQG0S22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenGCQH0S22,
  author       = {Yangyi Chen and
                  Hongcheng Gao and
                  Ganqu Cui and
                  Fanchao Qi and
                  Longtao Huang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Why Should Adversarial Perturbations be Imperceptible? Rethink the
                  Research Paradigm in Adversarial {NLP}},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {11222--11237},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.771},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.771},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ChenGCQH0S22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiLZLYZLW22,
  author       = {Xiuxing Li and
                  Zhenyu Li and
                  Zhengyan Zhang and
                  Ning Liu and
                  Haitao Yuan and
                  Wei Zhang and
                  Zhiyuan Liu and
                  Jianyong Wang},
  title        = {Effective Few-Shot Named Entity Linking by Meta-Learning},
  booktitle    = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
                  Kuala Lumpur, Malaysia, May 9-12, 2022},
  pages        = {178--191},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDE53745.2022.00018},
  doi          = {10.1109/ICDE53745.2022.00018},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/LiLZLYZLW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZWCCHCLTGMC22,
  author       = {Xiaoxuan Liu and
                  Lianmin Zheng and
                  Dequan Wang and
                  Yukuo Cen and
                  Weize Chen and
                  Xu Han and
                  Jianfei Chen and
                  Zhiyuan Liu and
                  Jie Tang and
                  Joey Gonzalez and
                  Michael W. Mahoney and
                  Alvin Cheung},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {{GACT:} Activation Compressed Training for Generic Network Architectures},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {14139--14152},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/liu22v.html},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LiuZWCCHCLTGMC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0040CCG022,
  author       = {Lei Xu and
                  Yangyi Chen and
                  Ganqu Cui and
                  Hongcheng Gao and
                  Zhiyuan Liu},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Exploring the Universal Vulnerability of Prompt-based Learning Paradigm},
  booktitle    = {Findings of the Association for Computational Linguistics: {NAACL}
                  2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {1799--1810},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-naacl.137},
  doi          = {10.18653/V1/2022.FINDINGS-NAACL.137},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/0040CCG022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/QinLYZ0ZSLLS022,
  author       = {Yujia Qin and
                  Yankai Lin and
                  Jing Yi and
                  Jiajie Zhang and
                  Xu Han and
                  Zhengyan Zhang and
                  Yusheng Su and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Knowledge Inheritance for Pre-trained Language Models},
  booktitle    = {Proceedings of the 2022 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {3921--3937},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.naacl-main.288},
  doi          = {10.18653/V1/2022.NAACL-MAIN.288},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/QinLYZ0ZSLLS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SuWQCLWWLLL0SZ22,
  author       = {Yusheng Su and
                  Xiaozhi Wang and
                  Yujia Qin and
                  Chi{-}Min Chan and
                  Yankai Lin and
                  Huadong Wang and
                  Kaiyue Wen and
                  Zhiyuan Liu and
                  Peng Li and
                  Juanzi Li and
                  Lei Hou and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {On Transferability of Prompt Tuning for Natural Language Processing},
  booktitle    = {Proceedings of the 2022 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {3949--3969},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.naacl-main.290},
  doi          = {10.18653/V1/2022.NAACL-MAIN.290},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/SuWQCLWWLLL0SZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhongGDQL0W0D22,
  author       = {Wanjun Zhong and
                  Yifan Gao and
                  Ning Ding and
                  Yujia Qin and
                  Zhiyuan Liu and
                  Ming Zhou and
                  Jiahai Wang and
                  Jian Yin and
                  Nan Duan},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {ProQA: Structural Prompt-based Pre-training for Unified Question Answering},
  booktitle    = {Proceedings of the 2022 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {4230--4243},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.naacl-main.313},
  doi          = {10.18653/V1/2022.NAACL-MAIN.313},
  timestamp    = {Tue, 24 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/naacl/ZhongGDQL0W0D22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiYHCLS22,
  author       = {Ganqu Cui and
                  Lifan Yuan and
                  Bingxiang He and
                  Yangyi Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {A Unified Evaluation of Textual Backdoor Learning: Frameworks and
                  Benchmarks},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/2052b3e0617ecb2ce9474a6feaf422b3-Abstract-Datasets\_and\_Benchmarks.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CuiYHCLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuZDWWLS22,
  author       = {Shengding Hu and
                  Zhen Zhang and
                  Ning Ding and
                  Yadao Wang and
                  Yasheng Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Sparse Structure Search for Delta Tuning},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/4027fc4573ec9114182d1fef37a6321a-Abstract-Conference.html},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HuZDWWLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuQCCZFD0WWS022,
  author       = {Biru Zhu and
                  Yujia Qin and
                  Ganqu Cui and
                  Yangyi Chen and
                  Weilin Zhao and
                  Chong Fu and
                  Yangdong Deng and
                  Zhiyuan Liu and
                  Jingang Wang and
                  Wei Wu and
                  Maosong Sun and
                  Ming Gu},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language
                  Models},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/0799492e7be38b66d10ead5e8809616d-Abstract-Conference.html},
  timestamp    = {Mon, 15 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhuQCCZFD0WWS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuYXLLY22,
  author       = {Xiaomeng Hu and
                  Shi Yu and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Ge Yu},
  editor       = {Enrique Amig{\'{o}} and
                  Pablo Castells and
                  Julio Gonzalo and
                  Ben Carterette and
                  J. Shane Culpepper and
                  Gabriella Kazai},
  title        = {{P3} Ranker: Mitigating the Gaps between Pre-training and Ranking
                  Fine-tuning with Prompt-based Learning and Pre-finetuning},
  booktitle    = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Madrid, Spain, July 11 -
                  15, 2022},
  pages        = {1956--1962},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3477495.3531786},
  doi          = {10.1145/3477495.3531786},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/HuYXLLY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05349,
  author       = {Zhiyuan Liu and
                  Yixin Cao and
                  Fuli Feng and
                  Xiang Wang and
                  Xindi Shang and
                  Jie Tang and
                  Kenji Kawaguchi and
                  Tat{-}Seng Chua},
  title        = {Training Free Graph Neural Networks for Graph Matching},
  journal      = {CoRR},
  volume       = {abs/2201.05349},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.05349},
  eprinttype    = {arXiv},
  eprint       = {2201.05349},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-05349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13145,
  author       = {Fanchao Qi and
                  Yanhui Yang and
                  Jing Yi and
                  Zhili Cheng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {QuoteR: {A} Benchmark of Quote Recommendation for Writing},
  journal      = {CoRR},
  volume       = {abs/2202.13145},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.13145},
  eprinttype    = {arXiv},
  eprint       = {2202.13145},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-13145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13392,
  author       = {Deming Ye and
                  Yankai Lin and
                  Peng Li and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {A Simple but Effective Pluggable Entity Lookup Table for Pre-trained
                  Language Models},
  journal      = {CoRR},
  volume       = {abs/2202.13392},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.13392},
  eprinttype    = {arXiv},
  eprint       = {2202.13392},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-13392.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06311,
  author       = {Yujia Qin and
                  Jiajie Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {{ELLE:} Efficient Lifelong Pre-training for Emerging Data},
  journal      = {CoRR},
  volume       = {abs/2203.06311},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.06311},
  doi          = {10.48550/ARXIV.2203.06311},
  eprinttype    = {arXiv},
  eprint       = {2203.06311},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-06311.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06904,
  author       = {Ning Ding and
                  Yujia Qin and
                  Guang Yang and
                  Fuchao Wei and
                  Zonghan Yang and
                  Yusheng Su and
                  Shengding Hu and
                  Yulin Chen and
                  Chi{-}Min Chan and
                  Weize Chen and
                  Jing Yi and
                  Weilin Zhao and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Jianfei Chen and
                  Yang Liu and
                  Jie Tang and
                  Juanzi Li and
                  Maosong Sun},
  title        = {Delta Tuning: {A} Comprehensive Study of Parameter Efficient Methods
                  for Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2203.06904},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.06904},
  doi          = {10.48550/ARXIV.2203.06904},
  eprinttype    = {arXiv},
  eprint       = {2203.06904},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-06904.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07426,
  author       = {Fanchao Qi and
                  Chuancheng Lv and
                  Zhiyuan Liu and
                  Xiaojun Meng and
                  Maosong Sun and
                  Hai{-}Tao Zheng},
  title        = {Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal
                  Information},
  journal      = {CoRR},
  volume       = {abs/2203.07426},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.07426},
  doi          = {10.48550/ARXIV.2203.07426},
  eprinttype    = {arXiv},
  eprint       = {2203.07426},
  timestamp    = {Sat, 20 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-07426.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08556,
  author       = {Feng Yao and
                  Chaojun Xiao and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Lei Hou and
                  Cunchao Tu and
                  Juanzi Li and
                  Yun Liu and
                  Weixing Shen and
                  Maosong Sun},
  title        = {{LEVEN:} {A} Large-Scale Chinese Legal Event Detection Dataset},
  journal      = {CoRR},
  volume       = {abs/2203.08556},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.08556},
  doi          = {10.48550/ARXIV.2203.08556},
  eprinttype    = {arXiv},
  eprint       = {2203.08556},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-08556.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09770,
  author       = {Ganqu Cui and
                  Shengding Hu and
                  Ning Ding and
                  Longtao Huang and
                  Zhiyuan Liu},
  title        = {Prototypical Verbalizer for Prompt-based Few-shot Tuning},
  journal      = {CoRR},
  volume       = {abs/2203.09770},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.09770},
  doi          = {10.48550/ARXIV.2203.09770},
  eprinttype    = {arXiv},
  eprint       = {2203.09770},
  timestamp    = {Tue, 24 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-09770.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11654,
  author       = {Ao Zhang and
                  Yuan Yao and
                  Qianyu Chen and
                  Wei Ji and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Tat{-}Seng Chua},
  title        = {Fine-Grained Scene Graph Generation with Data Transfer},
  journal      = {CoRR},
  volume       = {abs/2203.11654},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.11654},
  doi          = {10.48550/ARXIV.2203.11654},
  eprinttype    = {arXiv},
  eprint       = {2203.11654},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-11654.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05239,
  author       = {Lei Xu and
                  Yangyi Chen and
                  Ganqu Cui and
                  Hongcheng Gao and
                  Zhiyuan Liu},
  title        = {Exploring the Universal Vulnerability of Prompt-based Learning Paradigm},
  journal      = {CoRR},
  volume       = {abs/2204.05239},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.05239},
  doi          = {10.48550/ARXIV.2204.05239},
  eprinttype    = {arXiv},
  eprint       = {2204.05239},
  timestamp    = {Thu, 14 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-05239.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01886,
  author       = {Xiaomeng Hu and
                  Shi Yu and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {P\({}^{\mbox{3}}\) Ranker: Mitigating the Gaps between Pre-training
                  and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning},
  journal      = {CoRR},
  volume       = {abs/2205.01886},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.01886},
  doi          = {10.48550/ARXIV.2205.01886},
  eprinttype    = {arXiv},
  eprint       = {2205.01886},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-01886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03284,
  author       = {Zhenghao Liu and
                  Han Zhang and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Yu Gu and
                  Xiaohua Li},
  title        = {Dimension Reduction for Efficient Dense Retrieval via Conditional
                  Autoencoder},
  journal      = {CoRR},
  volume       = {abs/2205.03284},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.03284},
  doi          = {10.48550/ARXIV.2205.03284},
  eprinttype    = {arXiv},
  eprint       = {2205.03284},
  timestamp    = {Mon, 19 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-03284.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04040,
  author       = {Wanjun Zhong and
                  Yifan Gao and
                  Ning Ding and
                  Yujia Qin and
                  Zhiyuan Liu and
                  Ming Zhou and
                  Jiahai Wang and
                  Jian Yin and
                  Nan Duan},
  title        = {ProQA: Structural Prompt-based Pre-training for Unified Question Answering},
  journal      = {CoRR},
  volume       = {abs/2205.04040},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.04040},
  doi          = {10.48550/ARXIV.2205.04040},
  eprinttype    = {arXiv},
  eprint       = {2205.04040},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-04040.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11166,
  author       = {Yuan Yao and
                  Bowen Dong and
                  Ao Zhang and
                  Zhengyan Zhang and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Leyu Lin and
                  Maosong Sun and
                  Jianyong Wang},
  title        = {Prompt Tuning for Discriminative Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2205.11166},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.11166},
  doi          = {10.48550/ARXIV.2205.11166},
  eprinttype    = {arXiv},
  eprint       = {2205.11166},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-11166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11169,
  author       = {Yuan Yao and
                  Qianyu Chen and
                  Ao Zhang and
                  Wei Ji and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {{PEVL:} Position-enhanced Pre-training and Prompt Tuning for Vision-language
                  Models},
  journal      = {CoRR},
  volume       = {abs/2205.11169},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.11169},
  doi          = {10.48550/ARXIV.2205.11169},
  eprinttype    = {arXiv},
  eprint       = {2205.11169},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-11169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07382,
  author       = {Shengding Hu and
                  Zhen Zhang and
                  Ning Ding and
                  Yadao Wang and
                  Yasheng Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Sparse Structure Search for Parameter-Efficient Tuning},
  journal      = {CoRR},
  volume       = {abs/2206.07382},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.07382},
  doi          = {10.48550/ARXIV.2206.07382},
  eprinttype    = {arXiv},
  eprint       = {2206.07382},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-07382.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08514,
  author       = {Ganqu Cui and
                  Lifan Yuan and
                  Bingxiang He and
                  Yangyi Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {A Unified Evaluation of Textual Backdoor Learning: Frameworks and
                  Benchmarks},
  journal      = {CoRR},
  volume       = {abs/2206.08514},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.08514},
  doi          = {10.48550/ARXIV.2206.08514},
  eprinttype    = {arXiv},
  eprint       = {2206.08514},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-08514.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09355,
  author       = {Zhen Li and
                  Xiting Wang and
                  Weikai Yang and
                  Jing Wu and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Hui Zhang and
                  Shixia Liu},
  title        = {A Unified Understanding of Deep {NLP} Models for Text Classification},
  journal      = {CoRR},
  volume       = {abs/2206.09355},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.09355},
  doi          = {10.48550/ARXIV.2206.09355},
  eprinttype    = {arXiv},
  eprint       = {2206.09355},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-09355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11357,
  author       = {Xiaoxuan Liu and
                  Lianmin Zheng and
                  Dequan Wang and
                  Yukuo Cen and
                  Weize Chen and
                  Xu Han and
                  Jianfei Chen and
                  Zhiyuan Liu and
                  Jie Tang and
                  Joey Gonzalez and
                  Michael W. Mahoney and
                  Alvin Cheung},
  title        = {{GACT:} Activation Compressed Training for General Architectures},
  journal      = {CoRR},
  volume       = {abs/2206.11357},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.11357},
  doi          = {10.48550/ARXIV.2206.11357},
  eprinttype    = {arXiv},
  eprint       = {2206.11357},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-11357.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05280,
  author       = {Xiuxing Li and
                  Zhenyu Li and
                  Zhengyan Zhang and
                  Ning Liu and
                  Haitao Yuan and
                  Wei Zhang and
                  Zhiyuan Liu and
                  Jianyong Wang},
  title        = {Effective Few-Shot Named Entity Linking by Meta-Learning},
  journal      = {CoRR},
  volume       = {abs/2207.05280},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.05280},
  doi          = {10.48550/ARXIV.2207.05280},
  eprinttype    = {arXiv},
  eprint       = {2207.05280},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-05280.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03229,
  author       = {Wanjun Zhong and
                  Yifan Gao and
                  Ning Ding and
                  Zhiyuan Liu and
                  Ming Zhou and
                  Jiahai Wang and
                  Jian Yin and
                  Nan Duan},
  title        = {Improving Task Generalization via Unified Schema Prompt},
  journal      = {CoRR},
  volume       = {abs/2208.03229},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.03229},
  doi          = {10.48550/ARXIV.2208.03229},
  eprinttype    = {arXiv},
  eprint       = {2208.03229},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-03229.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00179,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Yuanhuiyi Lv and
                  Zhiyuan Liu and
                  Ge Yu},
  title        = {Universal Multi-Modality Retrieval with One Unified Embedding Space},
  journal      = {CoRR},
  volume       = {abs/2209.00179},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.00179},
  doi          = {10.48550/ARXIV.2209.00179},
  eprinttype    = {arXiv},
  eprint       = {2209.00179},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-00179.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09401,
  author       = {Zichun Yu and
                  Tianyu Gao and
                  Zhengyan Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Automatic Label Sequence Generation for Prompting Sequence-to-sequence
                  Models},
  journal      = {CoRR},
  volume       = {abs/2209.09401},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.09401},
  doi          = {10.48550/ARXIV.2209.09401},
  eprinttype    = {arXiv},
  eprint       = {2209.09401},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-09401.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10683,
  author       = {Yangyi Chen and
                  Hongcheng Gao and
                  Ganqu Cui and
                  Fanchao Qi and
                  Longtao Huang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Why Should Adversarial Perturbations be Imperceptible? Rethink the
                  Research Paradigm in Adversarial {NLP}},
  journal      = {CoRR},
  volume       = {abs/2210.10683},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.10683},
  doi          = {10.48550/ARXIV.2210.10683},
  eprinttype    = {arXiv},
  eprint       = {2210.10683},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-10683.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13311,
  author       = {Jing Yi and
                  Weize Chen and
                  Yujia Qin and
                  Yankai Lin and
                  Ning Ding and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Different Tunes Played with Equal Skill: Exploring a Unified Optimization
                  Subspace for Delta Tuning},
  journal      = {CoRR},
  volume       = {abs/2210.13311},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.13311},
  doi          = {10.48550/ARXIV.2210.13311},
  eprinttype    = {arXiv},
  eprint       = {2210.13311},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-13311.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14102,
  author       = {Yujia Qin and
                  Cheng Qian and
                  Jing Yi and
                  Weize Chen and
                  Yankai Lin and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Exploring Mode Connectivity for Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2210.14102},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.14102},
  doi          = {10.48550/ARXIV.2210.14102},
  eprinttype    = {arXiv},
  eprint       = {2210.14102},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-14102.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17167,
  author       = {Si Sun and
                  Chenyan Xiong and
                  Yue Yu and
                  Arnold Overwijk and
                  Zhiyuan Liu and
                  Jie Bao},
  title        = {Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation
                  Negatives},
  journal      = {CoRR},
  volume       = {abs/2210.17167},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.17167},
  doi          = {10.48550/ARXIV.2210.17167},
  eprinttype    = {arXiv},
  eprint       = {2210.17167},
  timestamp    = {Thu, 03 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-17167.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00151,
  author       = {Yangyi Chen and
                  Lifan Yuan and
                  Ganqu Cui and
                  Zhiyuan Liu and
                  Heng Ji},
  title        = {A Close Look into the Calibration of Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2211.00151},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.00151},
  doi          = {10.48550/ARXIV.2211.00151},
  eprinttype    = {arXiv},
  eprint       = {2211.00151},
  timestamp    = {Fri, 04 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-00151.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04079,
  author       = {Hao Peng and
                  Xiaozhi Wang and
                  Shengding Hu and
                  Hailong Jin and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Qun Liu},
  title        = {{COPEN:} Probing Conceptual Knowledge in Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2211.04079},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.04079},
  doi          = {10.48550/ARXIV.2211.04079},
  eprinttype    = {arXiv},
  eprint       = {2211.04079},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-04079.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05319,
  author       = {Ning Ding and
                  Yulin Chen and
                  Ganqu Cui and
                  Xiaobin Wang and
                  Hai{-}Tao Zheng and
                  Zhiyuan Liu and
                  Pengjun Xie},
  title        = {Few-shot Classification with Hypersphere Modeling of Prototypes},
  journal      = {CoRR},
  volume       = {abs/2211.05319},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.05319},
  doi          = {10.48550/ARXIV.2211.05319},
  eprinttype    = {arXiv},
  eprint       = {2211.05319},
  timestamp    = {Thu, 13 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-05319.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06840,
  author       = {Yufei Huang and
                  Yujia Qin and
                  Huadong Wang and
                  Yichun Yin and
                  Maosong Sun and
                  Zhiyuan Liu and
                  Qun Liu},
  title        = {{FPT:} Improving Prompt Tuning Efficiency via Progressive Training},
  journal      = {CoRR},
  volume       = {abs/2211.06840},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.06840},
  doi          = {10.48550/ARXIV.2211.06840},
  eprinttype    = {arXiv},
  eprint       = {2211.06840},
  timestamp    = {Tue, 04 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-06840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07342,
  author       = {Xiaozhi Wang and
                  Yulin Chen and
                  Ning Ding and
                  Hao Peng and
                  Zimu Wang and
                  Yankai Lin and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Peng Li and
                  Jie Zhou},
  title        = {{MAVEN-ERE:} {A} Unified Large-scale Dataset for Event Coreference,
                  Temporal, Causal, and Subevent Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/2211.07342},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.07342},
  doi          = {10.48550/ARXIV.2211.07342},
  eprinttype    = {arXiv},
  eprint       = {2211.07342},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-07342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07349,
  author       = {Xiaozhi Wang and
                  Kaiyue Wen and
                  Zhengyan Zhang and
                  Lei Hou and
                  Zhiyuan Liu and
                  Juanzi Li},
  title        = {Finding Skill Neurons in Pre-trained Transformer-based Language Models},
  journal      = {CoRR},
  volume       = {abs/2211.07349},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.07349},
  doi          = {10.48550/ARXIV.2211.07349},
  eprinttype    = {arXiv},
  eprint       = {2211.07349},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-07349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12054,
  author       = {Yuan Yao and
                  Tianyu Yu and
                  Ao Zhang and
                  Mengdi Li and
                  Ruobing Xie and
                  Cornelius Weber and
                  Zhiyuan Liu and
                  Haitao Zheng and
                  Stefan Wermter and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {Visually Grounded Commonsense Knowledge Acquisition},
  journal      = {CoRR},
  volume       = {abs/2211.12054},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.12054},
  doi          = {10.48550/ARXIV.2211.12054},
  eprinttype    = {arXiv},
  eprint       = {2211.12054},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-12054.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08408,
  author       = {Ganqu Cui and
                  Wentao Li and
                  Ning Ding and
                  Longtao Huang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Decoder Tuning: Efficient Language Understanding as Decoding},
  journal      = {CoRR},
  volume       = {abs/2212.08408},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.08408},
  doi          = {10.48550/ARXIV.2212.08408},
  eprinttype    = {arXiv},
  eprint       = {2212.08408},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-08408.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2021YangLTSS,
  author       = {Cheng Yang and
                  Zhiyuan Liu and
                  Cunchao Tu and
                  Chuan Shi and
                  Maosong Sun},
  title        = {Network Embedding: Theories, Methods, and Applications},
  series       = {Synthesis Lectures on Artificial Intelligence and Machine Learning},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2021},
  url          = {https://doi.org/10.2200/S01063ED1V01Y202012AIM048},
  doi          = {10.2200/S01063ED1V01Y202012AIM048},
  isbn         = {978-3-031-00462-9},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/synthesis/2021YangLTSS.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ZhangQLLS21,
  author       = {Zhengyan Zhang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Qun Liu and
                  Maosong Sun},
  title        = {Know what you don't need: Single-Shot Meta-Pruning for attention heads},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {36--42},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.05.003},
  doi          = {10.1016/J.AIOPEN.2021.05.003},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/ZhangQLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/XiaoHLTS21,
  author       = {Chaojun Xiao and
                  Xueyu Hu and
                  Zhiyuan Liu and
                  Cunchao Tu and
                  Maosong Sun},
  title        = {Lawformer: {A} pre-trained language model for Chinese legal long documents},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {79--84},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.06.003},
  doi          = {10.1016/J.AIOPEN.2021.06.003},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/XiaoHLTS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ZhangHZKGYQSJGQ21,
  author       = {Zhengyan Zhang and
                  Xu Han and
                  Hao Zhou and
                  Pei Ke and
                  Yuxian Gu and
                  Deming Ye and
                  Yujia Qin and
                  Yusheng Su and
                  Haozhe Ji and
                  Jian Guan and
                  Fanchao Qi and
                  Xiaozhi Wang and
                  Yanan Zheng and
                  Guoyang Zeng and
                  Huanqi Cao and
                  Shengqi Chen and
                  Daixuan Li and
                  Zhenbo Sun and
                  Zhiyuan Liu and
                  Minlie Huang and
                  Wentao Han and
                  Jie Tang and
                  Juanzi Li and
                  Xiaoyan Zhu and
                  Maosong Sun},
  title        = {{CPM:} {A} large-scale generative Chinese Pre-trained language model},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {93--99},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.07.001},
  doi          = {10.1016/J.AIOPEN.2021.07.001},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/ZhangHZKGYQSJGQ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/SuHZLLLZS21,
  author       = {Yusheng Su and
                  Xu Han and
                  Zhengyan Zhang and
                  Yankai Lin and
                  Peng Li and
                  Zhiyuan Liu and
                  Jie Zhou and
                  Maosong Sun},
  title        = {CokeBERT: Contextual knowledge selection and embedding towards enhanced
                  pre-trained language models},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {127--134},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.06.004},
  doi          = {10.1016/J.AIOPEN.2021.06.004},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/SuHZLLLZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ZhangGHCXSYQGKC21,
  author       = {Zhengyan Zhang and
                  Yuxian Gu and
                  Xu Han and
                  Shengqi Chen and
                  Chaojun Xiao and
                  Zhenbo Sun and
                  Yuan Yao and
                  Fanchao Qi and
                  Jian Guan and
                  Pei Ke and
                  Yanzheng Cai and
                  Guoyang Zeng and
                  Zhixing Tan and
                  Zhiyuan Liu and
                  Minlie Huang and
                  Wentao Han and
                  Yang Liu and
                  Xiaoyan Zhu and
                  Maosong Sun},
  title        = {{CPM-2:} Large-scale cost-effective pre-trained language models},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {216--224},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.12.003},
  doi          = {10.1016/J.AIOPEN.2021.12.003},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/ZhangGHCXSYQGKC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/HanZDGLHQYZZHHJ21,
  author       = {Xu Han and
                  Zhengyan Zhang and
                  Ning Ding and
                  Yuxian Gu and
                  Xiao Liu and
                  Yuqi Huo and
                  Jiezhong Qiu and
                  Yuan Yao and
                  Ao Zhang and
                  Liang Zhang and
                  Wentao Han and
                  Minlie Huang and
                  Qin Jin and
                  Yanyan Lan and
                  Yang Liu and
                  Zhiyuan Liu and
                  Zhiwu Lu and
                  Xipeng Qiu and
                  Ruihua Song and
                  Jie Tang and
                  Ji{-}Rong Wen and
                  Jinhui Yuan and
                  Wayne Xin Zhao and
                  Jun Zhu},
  title        = {Pre-trained models: Past, present and future},
  journal      = {{AI} Open},
  volume       = {2},
  pages        = {225--250},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.aiopen.2021.08.002},
  doi          = {10.1016/J.AIOPEN.2021.08.002},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/HanZDGLHQYZZHHJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/HanZL21,
  author       = {Xu Han and
                  Zhengyan Zhang and
                  Zhiyuan Liu},
  title        = {Knowledgeable machine learning for natural language processing},
  journal      = {Commun. {ACM}},
  volume       = {64},
  number       = {11},
  pages        = {50--51},
  year         = {2021},
  url          = {https://doi.org/10.1145/3481608},
  doi          = {10.1145/3481608},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cacm/HanZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/QiXZLS21,
  author       = {Fanchao Qi and
                  Ruobing Xie and
                  Yuan Zang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Sememe knowledge computation: a review of recent advances in application
                  and expansion of sememe knowledge bases},
  journal      = {Frontiers Comput. Sci.},
  volume       = {15},
  number       = {5},
  pages        = {155327},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11704-020-0002-4},
  doi          = {10.1007/S11704-020-0002-4},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fcsc/QiXZLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZengXYXLLLS21,
  author       = {Zheni Zeng and
                  Chaojun Xiao and
                  Yuan Yao and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  title        = {Knowledge Transfer via Pre-training for Recommendation: {A} Review
                  and Prospect},
  journal      = {Frontiers Big Data},
  volume       = {4},
  pages        = {602071},
  year         = {2021},
  url          = {https://doi.org/10.3389/fdata.2021.602071},
  doi          = {10.3389/FDATA.2021.602071},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fdata/ZengXYXLLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/HuZLSS0021,
  author       = {Linmei Hu and
                  Mengmei Zhang and
                  Shaohua Li and
                  Jinghan Shi and
                  Chuan Shi and
                  Cheng Yang and
                  Zhiyuan Liu},
  title        = {Text-Graph Enhanced Knowledge Graph Representation Learning},
  journal      = {Frontiers Artif. Intell.},
  volume       = {4},
  pages        = {697856},
  year         = {2021},
  url          = {https://doi.org/10.3389/frai.2021.697856},
  doi          = {10.3389/FRAI.2021.697856},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/frai/HuZLSS0021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/socomp/ChenYZLSJ21,
  author       = {Huimin Chen and
                  Cheng Yang and
                  Xuanming Zhang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jianbin Jin},
  title        = {From Symbols to Embeddings: {A} Tale of Two Representations in Computational
                  Social Science},
  journal      = {J. Soc. Comput.},
  volume       = {2},
  number       = {2},
  pages        = {103--156},
  year         = {2021},
  url          = {https://doi.org/10.23919/JSC.2021.0011},
  doi          = {10.23919/JSC.2021.0011},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/socomp/ChenYZLSJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/WangGZZLLT21,
  author       = {Xiaozhi Wang and
                  Tianyu Gao and
                  Zhaocheng Zhu and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Jian Tang},
  title        = {{KEPLER:} {A} Unified Model for Knowledge Embedding and Pre-trained
                  Language Representation},
  journal      = {Trans. Assoc. Comput. Linguistics},
  volume       = {9},
  pages        = {176--194},
  year         = {2021},
  url          = {https://doi.org/10.1162/tacl\_a\_00360},
  doi          = {10.1162/TACL\_A\_00360},
  timestamp    = {Wed, 19 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tacl/WangGZZLLT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/SuHLZLLZS21,
  author       = {YuSheng Su and
                  Xu Han and
                  Yankai Lin and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Peng Li and
                  Jie Zhou and
                  Maosong Sun},
  title        = {{CSS-LM:} {A} Contrastive Framework for Semi-Supervised Fine-Tuning
                  of Pre-Trained Language Models},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {29},
  pages        = {2930--2941},
  year         = {2021},
  url          = {https://doi.org/10.1109/TASLP.2021.3105013},
  doi          = {10.1109/TASLP.2021.3105013},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/SuHLZLLZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ChenZQYLSJ21,
  author       = {Huimin Chen and
                  Zeyu Zhu and
                  Fanchao Qi and
                  Yining Ye and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jianbin Jin},
  title        = {Country Image in {COVID-19} Pandemic: {A} Case Study of China},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {7},
  number       = {1},
  pages        = {81--92},
  year         = {2021},
  url          = {https://doi.org/10.1109/TBDATA.2020.3023459},
  doi          = {10.1109/TBDATA.2020.3023459},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/ChenZQYLSJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangSLHLL21,
  author       = {Cheng Yang and
                  Maosong Sun and
                  Haoran Liu and
                  Shiyi Han and
                  Zhiyuan Liu and
                  Huanbo Luan},
  title        = {Neural Diffusion Model for Microscopic Cascade Study},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {33},
  number       = {3},
  pages        = {1128--1139},
  year         = {2021},
  url          = {https://doi.org/10.1109/TKDE.2019.2939796},
  doi          = {10.1109/TKDE.2019.2939796},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/YangSLHLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SongYCTLS21,
  author       = {Changhe Song and
                  Cheng Yang and
                  Huimin Chen and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{CED:} Credible Early Detection of Social Media Rumors},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {33},
  number       = {8},
  pages        = {3035--3047},
  year         = {2021},
  url          = {https://doi.org/10.1109/TKDE.2019.2961675},
  doi          = {10.1109/TKDE.2019.2961675},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/SongYCTLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoZZ0WZXZ0S21,
  author       = {Yuan Yao and
                  Haoxi Zhong and
                  Zhengyan Zhang and
                  Xu Han and
                  Xiaozhi Wang and
                  Kai Zhang and
                  Chaojun Xiao and
                  Guoyang Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Adversarial Language Games for Advanced Natural Language Intelligence},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {14248--14256},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i16.17676},
  doi          = {10.1609/AAAI.V35I16.17676},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YaoZZ0WZXZ0S21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZengQZZMHZLS21,
  author       = {Guoyang Zeng and
                  Fanchao Qi and
                  Qianrui Zhou and
                  Tingji Zhang and
                  Zixian Ma and
                  Bairu Hou and
                  Yuan Zang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Heng Ji and
                  Jong C. Park and
                  Rui Xia},
  title        = {OpenAttack: An Open-source Textual Adversarial Attack Toolkit},
  booktitle    = {Proceedings of the Joint Conference of the 59th Annual Meeting of
                  the Association for Computational Linguistics and the 11th International
                  Joint Conference on Natural Language Processing, {ACL} 2021 - System
                  Demonstrations, Online, August 1-6, 2021},
  pages        = {363--371},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-demo.43},
  doi          = {10.18653/V1/2021.ACL-DEMO.43},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZengQZZMHZLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiLCZ0WS20,
  author       = {Fanchao Qi and
                  Mukai Li and
                  Yangyi Chen and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Maosong Sun},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {443--453},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.37},
  doi          = {10.18653/V1/2021.ACL-LONG.37},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiLCZ0WS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoHBQXLLLSZ21,
  author       = {Tianyu Gao and
                  Xu Han and
                  Yuzhuo Bai and
                  Keyue Qiu and
                  Zhiyu Xie and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised
                  Relation Extraction},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
                  2021, Online Event, August 1-6, 2021},
  series       = {Findings of {ACL}},
  volume       = {{ACL/IJCNLP} 2021},
  pages        = {1306--1318},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-acl.112},
  doi          = {10.18653/V1/2021.FINDINGS-ACL.112},
  timestamp    = {Mon, 19 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/GaoHBQXLLLSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SiZQLWLS21,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation
                  for Robust Finetuning},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
                  2021, Online Event, August 1-6, 2021},
  series       = {Findings of {ACL}},
  volume       = {{ACL/IJCNLP} 2021},
  pages        = {1569--1576},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-acl.137},
  doi          = {10.18653/V1/2021.FINDINGS-ACL.137},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SiZQLWLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouHLYLXJLS21,
  author       = {Jie Zhou and
                  Shengding Hu and
                  Xin Lv and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Wei Xu and
                  Jie Jiang and
                  Juanzi Li and
                  Maosong Sun},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {{KACC:} {A} Multi-task Benchmark for Knowledge Abstraction, Concretization
                  and Completion},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
                  2021, Online Event, August 1-6, 2021},
  series       = {Findings of {ACL}},
  volume       = {{ACL/IJCNLP} 2021},
  pages        = {1751--1763},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-acl.153},
  doi          = {10.18653/V1/2021.FINDINGS-ACL.153},
  timestamp    = {Thu, 01 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhouHLYLXJLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DingXCWHXZL20,
  author       = {Ning Ding and
                  Guangwei Xu and
                  Yulin Chen and
                  Xiaobin Wang and
                  Xu Han and
                  Pengjun Xie and
                  Haitao Zheng and
                  Zhiyuan Liu},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Few-NERD: {A} Few-shot Named Entity Recognition Dataset},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {3198--3213},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.248},
  doi          = {10.18653/V1/2021.ACL-LONG.248},
  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/DingXCWHXZL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QinLT00JHS020,
  author       = {Yujia Qin and
                  Yankai Lin and
                  Ryuichi Takanobu and
                  Zhiyuan Liu and
                  Peng Li and
                  Heng Ji and
                  Minlie Huang and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {{ERICA:} Improving Entity and Relation Understanding for Pre-trained
                  Language Models via Contrastive Learning},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {3350--3363},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.260},
  doi          = {10.18653/V1/2021.ACL-LONG.260},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QinLT00JHS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiCWLCS21,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Fengyu Wang and
                  Zhiyuan Liu and
                  Xiao Chen and
                  Maosong Sun},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Automatic Construction of Sememe Knowledge Bases via Dictionaries},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
                  2021, Online Event, August 1-6, 2021},
  series       = {Findings of {ACL}},
  volume       = {{ACL/IJCNLP} 2021},
  pages        = {4673--4686},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-acl.411},
  doi          = {10.18653/V1/2021.FINDINGS-ACL.411},
  timestamp    = {Sat, 27 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiCWLCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiYXLS20,
  author       = {Fanchao Qi and
                  Yuan Yao and
                  Sophia Xu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Turn the Combination Lock: Learnable Textual Backdoor Attacks via
                  Word Substitution},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {4873--4883},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.377},
  doi          = {10.18653/V1/2021.ACL-LONG.377},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiYXLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunQLXZBLB20,
  author       = {Si Sun and
                  Yingzhuo Qian and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Kaitao Zhang and
                  Jie Bao and
                  Zhiyuan Liu and
                  Paul Bennett},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {5030--5043},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.390},
  doi          = {10.18653/V1/2021.ACL-LONG.390},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SunQLXZBLB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangW0L000L020,
  author       = {Ziqi Wang and
                  Xiaozhi Wang and
                  Xu Han and
                  Yankai Lin and
                  Lei Hou and
                  Zhiyuan Liu and
                  Peng Li and
                  Juanzi Li and
                  Jie Zhou},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {{CLEVE:} Contrastive Pre-training for Event Extraction},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {6283--6297},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.491},
  doi          = {10.18653/V1/2021.ACL-LONG.491},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/WangW0L000L020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XieLXLC21,
  author       = {Huiyuan Xie and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Ann A. Copestake},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {{TIAGE:} {A} Benchmark for Topic-Shift Aware Dialog Modeling},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
                  2021},
  pages        = {1684--1690},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-emnlp.145},
  doi          = {10.18653/V1/2021.FINDINGS-EMNLP.145},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/XieLXLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YaoDLLLZS21,
  author       = {Yuan Yao and
                  Jiaju Du and
                  Yankai Lin and
                  Peng Li and
                  Zhiyuan Liu and
                  Jie Zhou and
                  Maosong Sun},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {CodRED: {A} Cross-Document Relation Extraction Dataset for Acquiring
                  Knowledge in the Wild},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {4452--4472},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.366},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.366},
  timestamp    = {Wed, 14 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YaoDLLLZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QiCZLLS21,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Xurui Zhang and
                  Mukai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {Mind the Style of Text! Adversarial and Backdoor Attacks Based on
                  Text Style Transfer},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {4569--4580},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.374},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.374},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QiCZLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Lv00LLZD21,
  author       = {Xin Lv and
                  Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Yichi Zhang and
                  Zelin Dai},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning
                  Interpretability},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {8899--8911},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.700},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.700},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/Lv00LLZD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QiCLYLS21,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Mukai Li and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {{ONION:} {A} Simple and Effective Defense Against Textual Backdoor
                  Attacks},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {9558--9566},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.752},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.752},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QiCLYLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YaoZ0LW0WS21,
  author       = {Yuan Yao and
                  Ao Zhang and
                  Xu Han and
                  Mengdi Li and
                  Cornelius Weber and
                  Zhiyuan Liu and
                  Stefan Wermter and
                  Maosong Sun},
  title        = {Visual Distant Supervision for Scene Graph Generation},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {15796--15806},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.01552},
  doi          = {10.1109/ICCV48922.2021.01552},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/YaoZ0LW0WS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/LiLX021,
  author       = {Yizhi Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  editor       = {Faegheh Hasibi and
                  Yi Fang and
                  Akiko Aizawa},
  title        = {More Robust Dense Retrieval with Contrastive Dual Learning},
  booktitle    = {{ICTIR} '21: The 2021 {ACM} {SIGIR} International Conference on the
                  Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021},
  pages        = {287--296},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3471158.3472245},
  doi          = {10.1145/3471158.3472245},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictir/LiLX021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/LiWKLZ0W21,
  author       = {Mengdi Li and
                  Cornelius Weber and
                  Matthias Kerzel and
                  Jae Hee Lee and
                  Zheni Zeng and
                  Zhiyuan Liu and
                  Stefan Wermter},
  title        = {Robotic Occlusion Reasoning for Efficient Object Existence Prediction},
  booktitle    = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
                  {IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
  pages        = {2686--2692},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IROS51168.2021.9635947},
  doi          = {10.1109/IROS51168.2021.9635947},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/LiWKLZ0W21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/RuanJX0DBL21,
  author       = {Sherry Ruan and
                  Liwei Jiang and
                  Qianyao Xu and
                  Zhiyuan Liu and
                  Glenn M. Davis and
                  Emma Brunskill and
                  James A. Landay},
  editor       = {Tracy Hammond and
                  Katrien Verbert and
                  Dennis Parra and
                  Bart P. Knijnenburg and
                  John O'Donovan and
                  Paul Teale},
  title        = {EnglishBot: An AI-Powered Conversational System for Second Language
                  Learning},
  booktitle    = {{IUI} '21: 26th International Conference on Intelligent User Interfaces,
                  College Station, TX, USA, April 13-17, 2021},
  pages        = {434--444},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3397481.3450648},
  doi          = {10.1145/3397481.3450648},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/RuanJX0DBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangYXHLLLS21,
  author       = {Kai Zhang and
                  Yuan Yao and
                  Ruobing Xie and
                  Xu Han and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  editor       = {Kristina Toutanova and
                  Anna Rumshisky and
                  Luke Zettlemoyer and
                  Dilek Hakkani{-}T{\"{u}}r and
                  Iz Beltagy and
                  Steven Bethard and
                  Ryan Cotterell and
                  Tanmoy Chakraborty and
                  Yichao Zhou},
  title        = {Open Hierarchical Relation Extraction},
  booktitle    = {Proceedings of the 2021 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2021, Online, June 6-11, 2021},
  pages        = {5682--5693},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.naacl-main.452},
  doi          = {10.18653/V1/2021.NAACL-MAIN.452},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/ZhangYXHLLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/SunLXLB21,
  author       = {Si Sun and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Jie Bao},
  editor       = {Lu Wang and
                  Yansong Feng and
                  Yu Hong and
                  Ruifang He},
  title        = {Capturing Global Informativeness in Open Domain Keyphrase Extraction},
  booktitle    = {Natural Language Processing and Chinese Computing - 10th {CCF} International
                  Conference, {NLPCC} 2021, Qingdao, China, October 13-17, 2021, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13029},
  pages        = {275--287},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88483-3\_21},
  doi          = {10.1007/978-3-030-88483-3\_21},
  timestamp    = {Tue, 17 Sep 2024 08:11:20 +0200},
  biburl       = {https://dblp.org/rec/conf/nlpcc/SunLXLB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YuLXF021,
  author       = {Shi Yu and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Tao Feng and
                  Zhiyuan Liu},
  editor       = {Fernando Diaz and
                  Chirag Shah and
                  Torsten Suel and
                  Pablo Castells and
                  Rosie Jones and
                  Tetsuya Sakai},
  title        = {Few-Shot Conversational Dense Retrieval},
  booktitle    = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Virtual Event, Canada, July
                  11-15, 2021},
  pages        = {829--838},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3404835.3462856},
  doi          = {10.1145/3404835.3462856},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/YuLXF021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuZXLS21,
  author       = {Zhenghao Liu and
                  Kaitao Zhang and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Fernando Diaz and
                  Chirag Shah and
                  Torsten Suel and
                  Pablo Castells and
                  Rosie Jones and
                  Tetsuya Sakai},
  title        = {OpenMatch: An Open Source Library for Neu-IR Research},
  booktitle    = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Virtual Event, Canada, July
                  11-15, 2021},
  pages        = {2531--2535},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3404835.3462789},
  doi          = {10.1145/3404835.3462789},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/LiuZXLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06969,
  author       = {Zhengyan Zhang and
                  Guangxuan Xiao and
                  Yongwei Li and
                  Tian Lv and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Xin Jiang and
                  Maosong Sun},
  title        = {Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level
                  Backdoor Attacks},
  journal      = {CoRR},
  volume       = {abs/2101.06969},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06969},
  eprinttype    = {arXiv},
  eprint       = {2101.06969},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06969.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00166,
  author       = {Zhenghao Liu and
                  Kaitao Zhang and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  title        = {OpenMatch: An Open-Source Package for Information Retrieval},
  journal      = {CoRR},
  volume       = {abs/2102.00166},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.00166},
  eprinttype    = {arXiv},
  eprint       = {2102.00166},
  timestamp    = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-00166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03732,
  author       = {Zhiyuan Liu and
                  Yankai Lin and
                  Maosong Sun},
  title        = {Representation Learning for Natural Language Processing},
  journal      = {CoRR},
  volume       = {abs/2102.03732},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.03732},
  eprinttype    = {arXiv},
  eprint       = {2102.03732},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-03732.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03752,
  author       = {YuSheng Su and
                  Xu Han and
                  Yankai Lin and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun},
  title        = {{CSS-LM:} {A} Contrastive Framework for Semi-supervised Fine-tuning
                  of Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2102.03752},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.03752},
  eprinttype    = {arXiv},
  eprint       = {2102.03752},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-03752.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10989,
  author       = {Chaojun Xiao and
                  Ruobing Xie and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Xu Zhang and
                  Leyu Lin},
  title        = {UPRec: User-Aware Pre-training for Recommender Systems},
  journal      = {CoRR},
  volume       = {abs/2102.10989},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.10989},
  eprinttype    = {arXiv},
  eprint       = {2102.10989},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-10989.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13868,
  author       = {Yuzhong Wang and
                  Chaojun Xiao and
                  Shirong Ma and
                  Haoxi Zhong and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Equality before the Law: Legal Judgment Consistency Analysis for Fairness},
  journal      = {CoRR},
  volume       = {abs/2103.13868},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.13868},
  eprinttype    = {arXiv},
  eprint       = {2103.13868},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-13868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15365,
  author       = {Yuan Yao and
                  Ao Zhang and
                  Xu Han and
                  Mengdi Li and
                  Cornelius Weber and
                  Zhiyuan Liu and
                  Stefan Wermter and
                  Maosong Sun},
  title        = {Visual Distant Supervision for Scene Graph Generation},
  journal      = {CoRR},
  volume       = {abs/2103.15365},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.15365},
  eprinttype    = {arXiv},
  eprint       = {2103.15365},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-15365.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06751,
  author       = {Xin Lv and
                  Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Yichi Zhang and
                  Zelin Dai},
  title        = {Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning
                  Interpretability},
  journal      = {CoRR},
  volume       = {abs/2104.06751},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.06751},
  eprinttype    = {arXiv},
  eprint       = {2104.06751},
  timestamp    = {Wed, 28 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-06751.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03887,
  author       = {Chaojun Xiao and
                  Xueyu Hu and
                  Zhiyuan Liu and
                  Cunchao Tu and
                  Maosong Sun},
  title        = {Lawformer: {A} Pre-trained Language Model for Chinese Legal Long Documents},
  journal      = {CoRR},
  volume       = {abs/2105.03887},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.03887},
  eprinttype    = {arXiv},
  eprint       = {2105.03887},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-03887.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04166,
  author       = {Shi Yu and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Tao Feng and
                  Zhiyuan Liu},
  title        = {Few-Shot Conversational Dense Retrieval},
  journal      = {CoRR},
  volume       = {abs/2105.04166},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.04166},
  eprinttype    = {arXiv},
  eprint       = {2105.04166},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-04166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07464,
  author       = {Ning Ding and
                  Guangwei Xu and
                  Yulin Chen and
                  Xiaobin Wang and
                  Xu Han and
                  Pengjun Xie and
                  Haitao Zheng and
                  Zhiyuan Liu},
  title        = {Few-NERD: {A} Few-Shot Named Entity Recognition Dataset},
  journal      = {CoRR},
  volume       = {abs/2105.07464},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.07464},
  eprinttype    = {arXiv},
  eprint       = {2105.07464},
  timestamp    = {Mon, 06 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-07464.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09543,
  author       = {Tianyu Gao and
                  Xu Han and
                  Keyue Qiu and
                  Yuzhuo Bai and
                  Zhiyu Xie and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised
                  Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/2105.09543},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.09543},
  eprinttype    = {arXiv},
  eprint       = {2105.09543},
  timestamp    = {Mon, 19 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-09543.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11259,
  author       = {Xu Han and
                  Weilin Zhao and
                  Ning Ding and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{PTR:} Prompt Tuning with Rules for Text Classification},
  journal      = {CoRR},
  volume       = {abs/2105.11259},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.11259},
  eprinttype    = {arXiv},
  eprint       = {2105.11259},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-11259.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12400,
  author       = {Fanchao Qi and
                  Mukai Li and
                  Yangyi Chen and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Maosong Sun},
  title        = {Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger},
  journal      = {CoRR},
  volume       = {abs/2105.12400},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.12400},
  eprinttype    = {arXiv},
  eprint       = {2105.12400},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-12400.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12585,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Fengyu Wang and
                  Zhiyuan Liu and
                  Xiao Chen and
                  Maosong Sun},
  title        = {Automatic Construction of Sememe Knowledge Bases via Dictionaries},
  journal      = {CoRR},
  volume       = {abs/2105.12585},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.12585},
  eprinttype    = {arXiv},
  eprint       = {2105.12585},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-12585.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13880,
  author       = {Yujia Qin and
                  Yankai Lin and
                  Jing Yi and
                  Jiajie Zhang and
                  Xu Han and
                  Zhengyan Zhang and
                  YuSheng Su and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Knowledge Inheritance for Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2105.13880},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.13880},
  eprinttype    = {arXiv},
  eprint       = {2105.13880},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-13880.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14485,
  author       = {Ziqi Wang and
                  Xiaozhi Wang and
                  Xu Han and
                  Yankai Lin and
                  Lei Hou and
                  Zhiyuan Liu and
                  Peng Li and
                  Juanzi Li and
                  Jie Zhou},
  title        = {{CLEVE:} Contrastive Pre-training for Event Extraction},
  journal      = {CoRR},
  volume       = {abs/2105.14485},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.14485},
  eprinttype    = {arXiv},
  eprint       = {2105.14485},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-14485.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14686,
  author       = {Weize Chen and
                  Xu Han and
                  Yankai Lin and
                  Hexu Zhao and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Fully Hyperbolic Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2105.14686},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.14686},
  eprinttype    = {arXiv},
  eprint       = {2105.14686},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-14686.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00400,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Yingfa Chen and
                  Fanchao Qi and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{SHUOWEN-JIEZI:} Linguistically Informed Tokenizers For Chinese Language
                  Model Pretraining},
  journal      = {CoRR},
  volume       = {abs/2106.00400},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.00400},
  eprinttype    = {arXiv},
  eprint       = {2106.00400},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-00400.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06361,
  author       = {Fanchao Qi and
                  Yuan Yao and
                  Sophia Xu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Turn the Combination Lock: Learnable Textual Backdoor Attacks via
                  Word Substitution},
  journal      = {CoRR},
  volume       = {abs/2106.06361},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.06361},
  eprinttype    = {arXiv},
  eprint       = {2106.06361},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-06361.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07139,
  author       = {Xu Han and
                  Zhengyan Zhang and
                  Ning Ding and
                  Yuxian Gu and
                  Xiao Liu and
                  Yuqi Huo and
                  Jiezhong Qiu and
                  Liang Zhang and
                  Wentao Han and
                  Minlie Huang and
                  Qin Jin and
                  Yanyan Lan and
                  Yang Liu and
                  Zhiyuan Liu and
                  Zhiwu Lu and
                  Xipeng Qiu and
                  Ruihua Song and
                  Jie Tang and
                  Ji{-}Rong Wen and
                  Jinhui Yuan and
                  Wayne Xin Zhao and
                  Jun Zhu},
  title        = {Pre-Trained Models: Past, Present and Future},
  journal      = {CoRR},
  volume       = {abs/2106.07139},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.07139},
  eprinttype    = {arXiv},
  eprint       = {2106.07139},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-07139.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08171,
  author       = {Ganqu Cui and
                  Yufeng Du and
                  Cheng Yang and
                  Jie Zhou and
                  Liang Xu and
                  Lifeng Wang and
                  Zhiyuan Liu},
  title        = {Evaluating Modules in Graph Contrastive Learning},
  journal      = {CoRR},
  volume       = {abs/2106.08171},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.08171},
  eprinttype    = {arXiv},
  eprint       = {2106.08171},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-08171.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10715,
  author       = {Zhengyan Zhang and
                  Yuxian Gu and
                  Xu Han and
                  Shengqi Chen and
                  Chaojun Xiao and
                  Zhenbo Sun and
                  Yuan Yao and
                  Fanchao Qi and
                  Jian Guan and
                  Pei Ke and
                  Yanzheng Cai and
                  Guoyang Zeng and
                  Zhixing Tan and
                  Zhiyuan Liu and
                  Minlie Huang and
                  Wentao Han and
                  Yang Liu and
                  Xiaoyan Zhu and
                  Maosong Sun},
  title        = {{CPM-2:} Large-scale Cost-effective Pre-trained Language Models},
  journal      = {CoRR},
  volume       = {abs/2106.10715},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.10715},
  eprinttype    = {arXiv},
  eprint       = {2106.10715},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10715.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14198,
  author       = {Huimin Chen and
                  Cheng Yang and
                  Xuanming Zhang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jianbin Jin},
  title        = {From Symbols to Embeddings: {A} Tale of Two Representations in Computational
                  Social Science},
  journal      = {CoRR},
  volume       = {abs/2106.14198},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.14198},
  eprinttype    = {arXiv},
  eprint       = {2106.14198},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-14198.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07773,
  author       = {Yizhi Li and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  title        = {More Robust Dense Retrieval with Contrastive Dual Learning},
  journal      = {CoRR},
  volume       = {abs/2107.07773},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.07773},
  eprinttype    = {arXiv},
  eprint       = {2107.07773},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-07773.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12095,
  author       = {Mengdi Li and
                  Cornelius Weber and
                  Matthias Kerzel and
                  Jae Hee Lee and
                  Zheni Zeng and
                  Zhiyuan Liu and
                  Stefan Wermter},
  title        = {Robotic Occlusion Reasoning for Efficient Object Existence Prediction},
  journal      = {CoRR},
  volume       = {abs/2107.12095},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.12095},
  eprinttype    = {arXiv},
  eprint       = {2107.12095},
  timestamp    = {Mon, 16 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-12095.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02035,
  author       = {Shengding Hu and
                  Ning Ding and
                  Huadong Wang and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Maosong Sun},
  title        = {Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer
                  for Text Classification},
  journal      = {CoRR},
  volume       = {abs/2108.02035},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.02035},
  eprinttype    = {arXiv},
  eprint       = {2108.02035},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-02035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10604,
  author       = {Ning Ding and
                  Yulin Chen and
                  Xu Han and
                  Guangwei Xu and
                  Pengjun Xie and
                  Hai{-}Tao Zheng and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Hong{-}Gee Kim},
  title        = {Prompt-Learning for Fine-Grained Entity Typing},
  journal      = {CoRR},
  volume       = {abs/2108.10604},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.10604},
  eprinttype    = {arXiv},
  eprint       = {2108.10604},
  timestamp    = {Tue, 24 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-10604.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04332,
  author       = {Yuxian Gu and
                  Xu Han and
                  Zhiyuan Liu and
                  Minlie Huang},
  title        = {{PPT:} Pre-trained Prompt Tuning for Few-shot Learning},
  journal      = {CoRR},
  volume       = {abs/2109.04332},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04332},
  eprinttype    = {arXiv},
  eprint       = {2109.04332},
  timestamp    = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04332.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04562,
  author       = {Huiyuan Xie and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu and
                  Ann A. Copestake},
  title        = {{TIAGE:} {A} Benchmark for Topic-Shift Aware Dialog Modeling},
  journal      = {CoRR},
  volume       = {abs/2109.04562},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04562},
  eprinttype    = {arXiv},
  eprint       = {2109.04562},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04562.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11797,
  author       = {Yuan Yao and
                  Ao Zhang and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {{CPT:} Colorful Prompt Tuning for Pre-trained Vision-Language Models},
  journal      = {CoRR},
  volume       = {abs/2109.11797},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.11797},
  eprinttype    = {arXiv},
  eprint       = {2109.11797},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-11797.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01786,
  author       = {Zhengyan Zhang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {MoEfication: Conditional Computation of Transformer Models for Efficient
                  Inference},
  journal      = {CoRR},
  volume       = {abs/2110.01786},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.01786},
  eprinttype    = {arXiv},
  eprint       = {2110.01786},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-01786.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07139,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Xurui Zhang and
                  Mukai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Mind the Style of Text! Adversarial and Backdoor Attacks Based on
                  Text Style Transfer},
  journal      = {CoRR},
  volume       = {abs/2110.07139},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07139},
  eprinttype    = {arXiv},
  eprint       = {2110.07139},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07139.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07143,
  author       = {Cheng Chen and
                  Yichun Yin and
                  Lifeng Shang and
                  Xin Jiang and
                  Yujia Qin and
                  Fengyu Wang and
                  Zhi Wang and
                  Xiao Chen and
                  Zhiyuan Liu and
                  Qun Liu},
  title        = {bert2BERT: Towards Reusable Pretrained Language Models},
  journal      = {CoRR},
  volume       = {abs/2110.07143},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07143},
  eprinttype    = {arXiv},
  eprint       = {2110.07143},
  timestamp    = {Thu, 04 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07143.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07867,
  author       = {Yujia Qin and
                  Xiaozhi Wang and
                  YuSheng Su and
                  Yankai Lin and
                  Ning Ding and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Lei Hou and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning},
  journal      = {CoRR},
  volume       = {abs/2110.07867},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07867},
  eprinttype    = {arXiv},
  eprint       = {2110.07867},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07867.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08247,
  author       = {Yangyi Chen and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks},
  journal      = {CoRR},
  volume       = {abs/2110.08247},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.08247},
  eprinttype    = {arXiv},
  eprint       = {2110.08247},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-08247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01998,
  author       = {Ning Ding and
                  Shengding Hu and
                  Weilin Zhao and
                  Yulin Chen and
                  Zhiyuan Liu and
                  Hai{-}Tao Zheng and
                  Maosong Sun},
  title        = {OpenPrompt: An Open-source Framework for Prompt-learning},
  journal      = {CoRR},
  volume       = {abs/2111.01998},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.01998},
  eprinttype    = {arXiv},
  eprint       = {2111.01998},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-01998.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06719,
  author       = {YuSheng Su and
                  Xiaozhi Wang and
                  Yujia Qin and
                  Chi{-}Min Chan and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Juanzi Li and
                  Lei Hou and
                  Maosong Sun and
                  Jie Zhou},
  title        = {On Transferability of Prompt Tuning for Natural Language Understanding},
  journal      = {CoRR},
  volume       = {abs/2111.06719},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.06719},
  eprinttype    = {arXiv},
  eprint       = {2111.06719},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-06719.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06197,
  author       = {Junbin Xiao and
                  Angela Yao and
                  Zhiyuan Liu and
                  Yicong Li and
                  Wei Ji and
                  Tat{-}Seng Chua},
  title        = {Video as Conditional Graph Hierarchy for Multi-Granular Question Answering},
  journal      = {CoRR},
  volume       = {abs/2112.06197},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.06197},
  eprinttype    = {arXiv},
  eprint       = {2112.06197},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-06197.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13610,
  author       = {Yuan Yao and
                  Qingxiu Dong and
                  Jian Guan and
                  Boxi Cao and
                  Zhengyan Zhang and
                  Chaojun Xiao and
                  Xiaozhi Wang and
                  Fanchao Qi and
                  Junwei Bao and
                  Jinran Nie and
                  Zheni Zeng and
                  Yuxian Gu and
                  Kun Zhou and
                  Xuancheng Huang and
                  Wenhao Li and
                  Shuhuai Ren and
                  Jinliang Lu and
                  Chengqiang Xu and
                  Huadong Wang and
                  Guoyang Zeng and
                  Zile Zhou and
                  Jiajun Zhang and
                  Juanzi Li and
                  Minlie Huang and
                  Rui Yan and
                  Xiaodong He and
                  Xiaojun Wan and
                  Xin Zhao and
                  Xu Sun and
                  Yang Liu and
                  Zhiyuan Liu and
                  Xianpei Han and
                  Erhong Yang and
                  Zhifang Sui and
                  Maosong Sun},
  title        = {{CUGE:} {A} Chinese Language Understanding and Generation Evaluation
                  Benchmark},
  journal      = {CoRR},
  volume       = {abs/2112.13610},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.13610},
  eprinttype    = {arXiv},
  eprint       = {2112.13610},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-13610.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/LiuLS20,
  author       = {Zhiyuan Liu and
                  Yankai Lin and
                  Maosong Sun},
  title        = {Representation Learning for Natural Language Processing},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-981-15-5573-2},
  doi          = {10.1007/978-981-15-5573-2},
  isbn         = {978-981-15-5572-5},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/LiuLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2020LiuZ,
  author       = {Zhiyuan Liu and
                  Jie Zhou},
  title        = {Introduction to Graph Neural Networks},
  series       = {Synthesis Lectures on Artificial Intelligence and Machine Learning},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2020},
  url          = {https://doi.org/10.2200/S00980ED1V01Y202001AIM045},
  doi          = {10.2200/S00980ED1V01Y202001AIM045},
  isbn         = {978-3-031-00459-9},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2020LiuZ.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ZhouCHZYLWLS20,
  author       = {Jie Zhou and
                  Ganqu Cui and
                  Shengding Hu and
                  Zhengyan Zhang and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Lifeng Wang and
                  Changcheng Li and
                  Maosong Sun},
  title        = {Graph neural networks: {A} review of methods and applications},
  journal      = {{AI} Open},
  volume       = {1},
  pages        = {57--81},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.aiopen.2021.01.001},
  doi          = {10.1016/J.AIOPEN.2021.01.001},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiopen/ZhouCHZYLWLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/AyanaWXLS20,
  author       = {Ayana and
                  Ziyun Wang and
                  Lei Xu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Topic-sensitive neural headline generation},
  journal      = {Sci. China Inf. Sci.},
  volume       = {63},
  number       = {8},
  pages        = {1--16},
  year         = {2020},
  url          = {https://doi.org/10.1007/s11432-019-2657-8},
  doi          = {10.1007/S11432-019-2657-8},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/chinaf/AyanaWXLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/HeinrichYHLHKWW20,
  author       = {Stefan Heinrich and
                  Yuan Yao and
                  Tobias Hinz and
                  Zhiyuan Liu and
                  Thomas Hummel and
                  Matthias Kerzel and
                  Cornelius Weber and
                  Stefan Wermter},
  title        = {Crossmodal Language Grounding in an Embodied Neurocognitive Model},
  journal      = {Frontiers Neurorobotics},
  volume       = {14},
  pages        = {52},
  year         = {2020},
  url          = {https://doi.org/10.3389/fnbot.2020.00052},
  doi          = {10.3389/FNBOT.2020.00052},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/finr/HeinrichYHLHKWW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/XieHLWYWS20,
  author       = {Ruobing Xie and
                  Stefan Heinrich and
                  Zhiyuan Liu and
                  Cornelius Weber and
                  Yuan Yao and
                  Stefan Wermter and
                  Maosong Sun},
  title        = {Integrating Image-Based and Knowledge-Based Representation Learning},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {12},
  number       = {2},
  pages        = {169--178},
  year         = {2020},
  url          = {https://doi.org/10.1109/TCDS.2019.2906685},
  doi          = {10.1109/TCDS.2019.2906685},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/XieHLWYWS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/QinQOLYWLS20,
  author       = {Yujia Qin and
                  Fanchao Qi and
                  Sicong Ouyang and
                  Zhiyuan Liu and
                  Cheng Yang and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Improving Sequence Modeling Ability of Recurrent Neural Networks via
                  Sememes},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {28},
  pages        = {2364--2373},
  year         = {2020},
  url          = {https://doi.org/10.1109/TASLP.2020.3012060},
  doi          = {10.1109/TASLP.2020.3012060},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/QinQOLYWLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/AyanaCYLS20,
  author       = {Ayana and
                  Yun Chen and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Reinforced Zero-Shot Cross-Lingual Neural Headline Generation},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {28},
  pages        = {2572--2584},
  year         = {2020},
  url          = {https://doi.org/10.1109/TASLP.2020.3009487},
  doi          = {10.1109/TASLP.2020.3009487},
  timestamp    = {Thu, 18 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/AyanaCYLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ws/PaulheimTL20,
  author       = {Heiko Paulheim and
                  Volker Tresp and
                  Zhiyuan Liu},
  title        = {Representation Learning for the Semantic Web},
  journal      = {J. Web Semant.},
  volume       = {61-62},
  pages        = {100570},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.websem.2020.100570},
  doi          = {10.1016/J.WEBSEM.2020.100570},
  timestamp    = {Thu, 06 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ws/PaulheimTL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhengQ0WLS20,
  author       = {Lei Zheng and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Multi-Channel Reverse Dictionary Model},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {312--319},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5365},
  doi          = {10.1609/AAAI.V34I01.5365},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhengQ0WLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhongWTZ0S20,
  author       = {Haoxi Zhong and
                  Yuzhong Wang and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Iteratively Questioning and Answering for Interpretable Legal Judgment
                  Prediction},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {1250--1257},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5479},
  doi          = {10.1609/AAAI.V34I01.5479},
  timestamp    = {Fri, 08 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhongWTZ0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoHX0LLS20,
  author       = {Tianyu Gao and
                  Xu Han and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  title        = {Neural Snowball for Few-Shot Relation Learning},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {7772--7779},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6281},
  doi          = {10.1609/AAAI.V34I05.6281},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GaoHX0LLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Qi0SO020,
  author       = {Fanchao Qi and
                  Liang Chang and
                  Maosong Sun and
                  Sicong Ouyang and
                  Zhiyuan Liu},
  title        = {Towards Building a Multilingual Sememe Knowledge Base: Predicting
                  Sememes for BabelNet Synsets},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {8624--8631},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6386},
  doi          = {10.1609/AAAI.V34I05.6386},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Qi0SO020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhongXTZ0S20,
  author       = {Haoxi Zhong and
                  Chaojun Xiao and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{JEC-QA:} {A} Legal-Domain Question Answering Dataset},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {9701--9708},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6519},
  doi          = {10.1609/AAAI.V34I05.6519},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhongXTZ0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaoSPKLC20,
  author       = {Yixin Cao and
                  Ruihao Shui and
                  Liangming Pan and
                  Min{-}Yen Kan and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Expertise Style Transfer: {A} New Task Towards Better Communication
                  between Experts and Laymen},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {1061--1071},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.100},
  doi          = {10.18653/V1/2020.ACL-MAIN.100},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/CaoSPKLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangLXL20,
  author       = {Houyu Zhang and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Grounded Conversation Generation as Guided Traverses in Commonsense
                  Knowledge Graphs},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {2031--2043},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.184},
  doi          = {10.18653/V1/2020.ACL-MAIN.184},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangLXL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuLXZWFLWHLLT20,
  author       = {Jifan Yu and
                  Gan Luo and
                  Tong Xiao and
                  Qingyang Zhong and
                  Yuquan Wang and
                  Wenzheng Feng and
                  Junyi Luo and
                  Chenyu Wang and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Jie Tang},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {MOOCCube: {A} Large-scale Data Repository for {NLP} Applications in
                  MOOCs},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {3135--3142},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.285},
  doi          = {10.18653/V1/2020.ACL-MAIN.285},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/YuLXZWFLWHLLT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhongXTZLS20,
  author       = {Haoxi Zhong and
                  Chaojun Xiao and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {How Does {NLP} Benefit Legal System: {A} Summary of Legal Artificial
                  Intelligence},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {5218--5230},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.466},
  doi          = {10.18653/V1/2020.ACL-MAIN.466},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhongXTZLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZangQYLZLS20,
  author       = {Yuan Zang and
                  Fanchao Qi and
                  Chenghao Yang and
                  Zhiyuan Liu and
                  Meng Zhang and
                  Qun Liu and
                  Maosong Sun},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Word-level Textual Adversarial Attacking as Combinatorial Optimization},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {6066--6080},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.540},
  doi          = {10.18653/V1/2020.ACL-MAIN.540},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZangQYLZLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HanDGLLLSZ20,
  author       = {Xu Han and
                  Yi Dai and
                  Tianyu Gao and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Continual Relation Learning via Episodic Memory Activation and Reconsolidation},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {6429--6440},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.573},
  doi          = {10.18653/V1/2020.ACL-MAIN.573},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HanDGLLLSZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuXSL20,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Fine-grained Fact Verification with Kernel Graph Attention Network},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {7342--7351},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.655},
  doi          = {10.18653/V1/2020.ACL-MAIN.655},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiuXSL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/DongYXGHLLLS20,
  author       = {Bowen Dong and
                  Yuan Yao and
                  Ruobing Xie and
                  Tianyu Gao and
                  Xu Han and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  editor       = {Donia Scott and
                  N{\'{u}}ria Bel and
                  Chengqing Zong},
  title        = {Meta-Information Guided Meta-Learning for Few-Shot Relation Classification},
  booktitle    = {Proceedings of the 28th International Conference on Computational
                  Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
                  2020},
  pages        = {1594--1605},
  publisher    = {International Committee on Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.coling-main.140},
  doi          = {10.18653/V1/2020.COLING-MAIN.140},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/DongYXGHLLLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HouQZZLS20,
  author       = {Bairu Hou and
                  Fanchao Qi and
                  Yuan Zang and
                  Xurui Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Donia Scott and
                  N{\'{u}}ria Bel and
                  Chengqing Zong},
  title        = {Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation
                  Method Based on HowNet},
  booktitle    = {Proceedings of the 28th International Conference on Computational
                  Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
                  2020},
  pages        = {1752--1757},
  publisher    = {International Committee on Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.coling-main.155},
  doi          = {10.18653/V1/2020.COLING-MAIN.155},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/HouQZZLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QiZYLS20,
  author       = {Fanchao Qi and
                  Lei Zhang and
                  Yanhui Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Qun Liu and
                  David Schlangen},
  title        = {WantWords: An Open-source Online Reverse Dictionary System},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
                  Online, November 16-20, 2020},
  pages        = {175--181},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-demos.23},
  doi          = {10.18653/V1/2020.EMNLP-DEMOS.23},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QiZYLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HanBQLS20,
  author       = {Xu Han and
                  Yuzhuo Bai and
                  Keyue Qiu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Qun Liu and
                  David Schlangen},
  title        = {IsOBS: An Information System for Oracle Bone Script},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
                  Online, November 16-20, 2020},
  pages        = {227--233},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-demos.29},
  doi          = {10.18653/V1/2020.EMNLP-DEMOS.29},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HanBQLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangWHJHLLLLZ20,
  author       = {Xiaozhi Wang and
                  Ziqi Wang and
                  Xu Han and
                  Wangyi Jiang and
                  Rong Han and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Peng Li and
                  Yankai Lin and
                  Jie Zhou},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {{MAVEN:} {A} Massive General Domain Event Detection Dataset},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {1652--1671},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.129},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.129},
  timestamp    = {Tue, 20 Aug 2024 07:54:43 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/WangWHJHLLLLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuXDSS020,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Zhuyun Dai and
                  Si Sun and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Generalizing Open Domain Fact Extraction and Verification to {COVID-FACT}
                  thorough In-Domain Language Modeling},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2020, Online Event, 16-20 November 2020},
  series       = {Findings of {ACL}},
  volume       = {{EMNLP} 2020},
  pages        = {2395--2400},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.findings-emnlp.216},
  doi          = {10.18653/V1/2020.FINDINGS-EMNLP.216},
  timestamp    = {Tue, 20 Aug 2024 07:54:42 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuXDSS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PengGHLLLSZ20,
  author       = {Hao Peng and
                  Tianyu Gao and
                  Xu Han and
                  Yankai Lin and
                  Peng Li and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Learning from Context or Names? An Empirical Study on Neural Relation
                  Extraction},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {3661--3672},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.298},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.298},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/PengGHLLLSZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaoYXHLSLL20,
  author       = {Chaojun Xiao and
                  Yuan Yao and
                  Ruobing Xie and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Denoising Relation Extraction from Document-level Distant Supervision},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {3683--3688},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.300},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.300},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/XiaoYXHLSLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LvHHLLZZKW20,
  author       = {Xin Lv and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Wei Zhang and
                  Yichi Zhang and
                  Hao Kong and
                  Suhui Wu},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse
                  Knowledge Graph},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {5694--5703},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.459},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.459},
  timestamp    = {Sat, 20 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LvHHLLZZKW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuCPLC20,
  author       = {Zhiyuan Liu and
                  Yixin Cao and
                  Liangming Pan and
                  Juanzi Li and
                  Tat{-}Seng Chua},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Exploring and Evaluating Attributes, Values, and Structures for Entity
                  Alignment},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {6355--6364},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.515},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.515},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuCPLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuZWLS20,
  author       = {Yuxian Gu and
                  Zhengyan Zhang and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Train No Evil: Selective Masking for Task-Guided Pre-Training},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {6966--6974},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.566},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.566},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/GuZWLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YeLDLLSL20,
  author       = {Deming Ye and
                  Yankai Lin and
                  Jiaju Du and
                  Zhenghao Liu and
                  Peng Li and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Coreferential Reasoning Learning for Language Representation},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {7170--7186},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.582},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.582},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YeLDLLSL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FuSLBL20,
  author       = {Zihao Fu and
                  Bei Shi and
                  Wai Lam and
                  Lidong Bing and
                  Zhiyuan Liu},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Partially-Aligned Data-to-Text Generation with Distant Supervision},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {9183--9193},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.738},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.738},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/FuSLBL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangQZ0YN0R20,
  author       = {Ziqi Wang and
                  Yujia Qin and
                  Wenxuan Zhou and
                  Jun Yan and
                  Qinyuan Ye and
                  Leonardo Neves and
                  Zhiyuan Liu and
                  Xiang Ren},
  title        = {Learning from Explanations with Neural Execution Tree},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=rJlUt0EYwS},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/WangQZ0YN0R20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/WangJHLLLZ20,
  author       = {Xiaozhi Wang and
                  Shengyu Jia and
                  Xu Han and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Peng Li and
                  Jie Zhou},
  editor       = {Kam{-}Fai Wong and
                  Kevin Knight and
                  Hua Wu},
  title        = {Neural Gibbs Sampling for Joint Event Argument Extraction},
  booktitle    = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
                  Association for Computational Linguistics and the 10th International
                  Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020,
                  Suzhou, China, December 4-7, 2020},
  pages        = {169--180},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://aclanthology.org/2020.aacl-main.21/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/WangJHLLLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/HanGLPYXLLZS20,
  author       = {Xu Han and
                  Tianyu Gao and
                  Yankai Lin and
                  Hao Peng and
                  Yaoliang Yang and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Peng Li and
                  Jie Zhou and
                  Maosong Sun},
  editor       = {Kam{-}Fai Wong and
                  Kevin Knight and
                  Hua Wu},
  title        = {More Data, More Relations, More Context and More Openness: {A} Review
                  and Outlook for Relation Extraction},
  booktitle    = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
                  Association for Computational Linguistics and the 10th International
                  Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020,
                  Suzhou, China, December 4-7, 2020},
  pages        = {745--758},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://aclanthology.org/2020.aacl-main.75/},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/HanGLPYXLLZS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/YuWLHLTHL20,
  author       = {Jifan Yu and
                  Chenyu Wang and
                  Gan Luo and
                  Lei Hou and
                  Juanzi Li and
                  Jie Tang and
                  Minlie Huang and
                  Zhiyuan Liu},
  editor       = {Kam{-}Fai Wong and
                  Kevin Knight and
                  Hua Wu},
  title        = {ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion
                  in MOOCs},
  booktitle    = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
                  Association for Computational Linguistics and the 10th International
                  Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020,
                  Suzhou, China, December 4-7, 2020},
  pages        = {770--780},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://aclanthology.org/2020.aacl-main.77/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/YuWLHLTHL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiZY020,
  author       = {Ganqu Cui and
                  Jie Zhou and
                  Cheng Yang and
                  Zhiyuan Liu},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Adaptive Graph Encoder for Attributed Graph Embedding},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {976--985},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3403140},
  doi          = {10.1145/3394486.3403140},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/CuiZY020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuXQYC0T20,
  author       = {Shengding Hu and
                  Zheng Xiong and
                  Meng Qu and
                  Xingdi Yuan and
                  Marc{-}Alexandre C{\^{o}}t{\'{e}} and
                  Zhiyuan Liu and
                  Jian Tang},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Graph Policy Network for Transferable Active Learning on Graphs},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/73740ea85c4ec25f00f9acbd859f861d-Abstract.html},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HuXQYC0T20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/ZhangYZL20,
  author       = {Yuhui Zhang and
                  Chenghao Yang and
                  Zhengping Zhou and
                  Zhiyuan Liu},
  editor       = {Spandana Gella and
                  Johannes Welbl and
                  Marek Rei and
                  Fabio Petroni and
                  Patrick S. H. Lewis and
                  Emma Strubell and
                  Min Joon Seo and
                  Hannaneh Hajishirzi},
  title        = {Enhancing Transformer with Sememe Knowledge},
  booktitle    = {Proceedings of the 5th Workshop on Representation Learning for NLP,
                  RepL4NLP@ACL 2020, Online, July 9, 2020},
  pages        = {177--184},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.repl4nlp-1.21},
  doi          = {10.18653/V1/2020.REPL4NLP-1.21},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rep4nlp/ZhangYZL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YuLYXBG020,
  author       = {Shi Yu and
                  Jiahua Liu and
                  Jingqin Yang and
                  Chenyan Xiong and
                  Paul N. Bennett and
                  Jianfeng Gao and
                  Zhiyuan Liu},
  editor       = {Jimmy X. Huang and
                  Yi Chang and
                  Xueqi Cheng and
                  Jaap Kamps and
                  Vanessa Murdock and
                  Ji{-}Rong Wen and
                  Yiqun Liu},
  title        = {Few-Shot Generative Conversational Query Rewriting},
  booktitle    = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
                  research and development in Information Retrieval, {SIGIR} 2020, Virtual
                  Event, China, July 25-30, 2020},
  pages        = {1933--1936},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3397271.3401323},
  doi          = {10.1145/3397271.3401323},
  timestamp    = {Thu, 11 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/YuLYXBG020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangXL020,
  author       = {Kaitao Zhang and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu},
  editor       = {Yennun Huang and
                  Irwin King and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Selective Weak Supervision for Neural Information Retrieval},
  booktitle    = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
  pages        = {474--485},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366423.3380131},
  doi          = {10.1145/3366423.3380131},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/ZhangXL020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05954,
  author       = {Jiaju Du and
                  Fanchao Qi and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Lexical Sememe Prediction using Dictionary Definitions by Capturing
                  Local Semantic Correspondence},
  journal      = {CoRR},
  volume       = {abs/2001.05954},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.05954},
  eprinttype    = {arXiv},
  eprint       = {2001.05954},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-05954.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10382,
  author       = {Kaitao Zhang and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu},
  title        = {Selective Weak Supervision for Neural Information Retrieval},
  journal      = {CoRR},
  volume       = {abs/2001.10382},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.10382},
  eprinttype    = {arXiv},
  eprint       = {2001.10382},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-10382.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03186,
  author       = {Xu Han and
                  Tianyu Gao and
                  Yankai Lin and
                  Hao Peng and
                  Yaoliang Yang and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {More Data, More Relations, More Context and More Openness: {A} Review
                  and Outlook for Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/2004.03186},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.03186},
  eprinttype    = {arXiv},
  eprint       = {2004.03186},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-03186.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06870,
  author       = {Deming Ye and
                  Yankai Lin and
                  Jiaju Du and
                  Zhenghao Liu and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Coreferential Reasoning Learning for Language Representation},
  journal      = {CoRR},
  volume       = {abs/2004.06870},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.06870},
  eprinttype    = {arXiv},
  eprint       = {2004.06870},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-06870.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09733,
  author       = {Yuxian Gu and
                  Zhengyan Zhang and
                  Xiaozhi Wang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Train No Evil: Selective Masking for Task-guided Pre-training},
  journal      = {CoRR},
  volume       = {abs/2004.09733},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.09733},
  eprinttype    = {arXiv},
  eprint       = {2004.09733},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-09733.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12158,
  author       = {Haoxi Zhong and
                  Chaojun Xiao and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {How Does {NLP} Benefit Legal System: {A} Summary of Legal Artificial
                  Intelligence},
  journal      = {CoRR},
  volume       = {abs/2004.12158},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.12158},
  eprinttype    = {arXiv},
  eprint       = {2004.12158},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-12158.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13590,
  author       = {Xiaozhi Wang and
                  Ziqi Wang and
                  Xu Han and
                  Wangyi Jiang and
                  Rong Han and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Peng Li and
                  Yankai Lin and
                  Jie Zhou},
  title        = {{MAVEN:} {A} Massive General Domain Event Detection Dataset},
  journal      = {CoRR},
  volume       = {abs/2004.13590},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.13590},
  eprinttype    = {arXiv},
  eprint       = {2004.13590},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-13590.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13631,
  author       = {Jie Zhou and
                  Xin Lv and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Maosong Sun},
  title        = {{KACC:} {A} Multi-task Benchmark for Knowledge Abstraction, Concretization
                  and Completion},
  journal      = {CoRR},
  volume       = {abs/2004.13631},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.13631},
  eprinttype    = {arXiv},
  eprint       = {2004.13631},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-13631.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13639,
  author       = {Si Sun and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Jie Bao},
  title        = {Joint Keyphrase Chunking and Salience Ranking with {BERT}},
  journal      = {CoRR},
  volume       = {abs/2004.13639},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.13639},
  eprinttype    = {arXiv},
  eprint       = {2004.13639},
  timestamp    = {Sat, 02 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-13639.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00701,
  author       = {Yixin Cao and
                  Ruihao Shui and
                  Liangming Pan and
                  Min{-}Yen Kan and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  title        = {Expertise Style Transfer: {A} New Task Towards Better Communication
                  between Experts and Laymen},
  journal      = {CoRR},
  volume       = {abs/2005.00701},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.00701},
  eprinttype    = {arXiv},
  eprint       = {2005.00701},
  timestamp    = {Fri, 08 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-00701.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05009,
  author       = {Shi Yu and
                  Jiahua Liu and
                  Jingqin Yang and
                  Chenyan Xiong and
                  Paul N. Bennett and
                  Jianfeng Gao and
                  Zhiyuan Liu},
  title        = {Few-Shot Generative Conversational Query Rewriting},
  journal      = {CoRR},
  volume       = {abs/2006.05009},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.05009},
  eprinttype    = {arXiv},
  eprint       = {2006.05009},
  timestamp    = {Thu, 11 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-05009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13463,
  author       = {Shengding Hu and
                  Zheng Xiong and
                  Meng Qu and
                  Xingdi Yuan and
                  Marc{-}Alexandre C{\^{o}}t{\'{e}} and
                  Zhiyuan Liu and
                  Jian Tang},
  title        = {Graph Policy Network for Transferable Active Learning on Graphs},
  journal      = {CoRR},
  volume       = {abs/2006.13463},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.13463},
  eprinttype    = {arXiv},
  eprint       = {2006.13463},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13463.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13546,
  author       = {Stefan Heinrich and
                  Yuan Yao and
                  Tobias Hinz and
                  Zhiyuan Liu and
                  Thomas Hummel and
                  Matthias Kerzel and
                  Cornelius Weber and
                  Stefan Wermter},
  title        = {Crossmodal Language Grounding in an Embodied Neurocognitive Model},
  journal      = {CoRR},
  volume       = {abs/2006.13546},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.13546},
  eprinttype    = {arXiv},
  eprint       = {2006.13546},
  timestamp    = {Sat, 20 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13546.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01594,
  author       = {Ganqu Cui and
                  Jie Zhou and
                  Cheng Yang and
                  Zhiyuan Liu},
  title        = {Adaptive Graph Encoder for Attributed Graph Embedding},
  journal      = {CoRR},
  volume       = {abs/2007.01594},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.01594},
  eprinttype    = {arXiv},
  eprint       = {2007.01594},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-01594.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05817,
  author       = {Huimin Chen and
                  Zeyu Zhu and
                  Fanchao Qi and
                  Yining Ye and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jianbin Jin},
  title        = {Country Image in {COVID-19} Pandemic: {A} Case Study of China},
  journal      = {CoRR},
  volume       = {abs/2009.05817},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.05817},
  eprinttype    = {arXiv},
  eprint       = {2009.05817},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-05817.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09191,
  author       = {Guoyang Zeng and
                  Fanchao Qi and
                  Qianrui Zhou and
                  Tingji Zhang and
                  Bairu Hou and
                  Yuan Zang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {OpenAttack: An Open-source Textual Adversarial Attack Toolkit},
  journal      = {CoRR},
  volume       = {abs/2009.09191},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.09191},
  eprinttype    = {arXiv},
  eprint       = {2009.09191},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09191.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09192,
  author       = {Yuan Zang and
                  Bairu Hou and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Xiaojun Meng and
                  Maosong Sun},
  title        = {Learning to Attack: Towards Textual Adversarial Attacking in Real-world
                  Situations},
  journal      = {CoRR},
  volume       = {abs/2009.09192},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.09192},
  eprinttype    = {arXiv},
  eprint       = {2009.09192},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09226,
  author       = {Zheni Zeng and
                  Chaojun Xiao and
                  Yuan Yao and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  title        = {Knowledge Transfer via Pre-training for Recommendation: {A} Review
                  and Prospect},
  journal      = {CoRR},
  volume       = {abs/2009.09226},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.09226},
  eprinttype    = {arXiv},
  eprint       = {2009.09226},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09226.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13964,
  author       = {YuSheng Su and
                  Xu Han and
                  Zhengyan Zhang and
                  Peng Li and
                  Zhiyuan Liu and
                  Yankai Lin and
                  Jie Zhou and
                  Maosong Sun},
  title        = {Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained
                  Language Models},
  journal      = {CoRR},
  volume       = {abs/2009.13964},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.13964},
  eprinttype    = {arXiv},
  eprint       = {2009.13964},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-13964.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01268,
  author       = {Zihao Fu and
                  Bei Shi and
                  Wai Lam and
                  Lidong Bing and
                  Zhiyuan Liu},
  title        = {Partially-Aligned Data-to-Text Generation with Distant Supervision},
  journal      = {CoRR},
  volume       = {abs/2010.01268},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.01268},
  eprinttype    = {arXiv},
  eprint       = {2010.01268},
  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-01268.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01899,
  author       = {Xin Lv and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Wei Zhang and
                  Yichi Zhang and
                  Hao Kong and
                  Suhui Wu},
  title        = {Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse
                  Knowledge Graph},
  journal      = {CoRR},
  volume       = {abs/2010.01899},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.01899},
  eprinttype    = {arXiv},
  eprint       = {2010.01899},
  timestamp    = {Wed, 17 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-01899.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01923,
  author       = {Hao Peng and
                  Tianyu Gao and
                  Xu Han and
                  Yankai Lin and
                  Peng Li and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Jie Zhou},
  title        = {Learning from Context or Names? An Empirical Study on Neural Relation
                  Extraction},
  journal      = {CoRR},
  volume       = {abs/2010.01923},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.01923},
  eprinttype    = {arXiv},
  eprint       = {2010.01923},
  timestamp    = {Wed, 21 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-01923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03249,
  author       = {Zhiyuan Liu and
                  Yixin Cao and
                  Liangming Pan and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua},
  title        = {Exploring and Evaluating Attributes, Values, and Structures for Entity
                  Alignment},
  journal      = {CoRR},
  volume       = {abs/2010.03249},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.03249},
  eprinttype    = {arXiv},
  eprint       = {2010.03249},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-03249.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01580,
  author       = {Chenyan Xiong and
                  Zhenghao Liu and
                  Si Sun and
                  Zhuyun Dai and
                  Kaitao Zhang and
                  Shi Yu and
                  Zhiyuan Liu and
                  Hoifung Poon and
                  Jianfeng Gao and
                  Paul Bennett},
  title        = {{CMT} in {TREC-COVID} Round 2: Mitigating the Generalization Gaps
                  from Web to Special Domain Search},
  journal      = {CoRR},
  volume       = {abs/2011.01580},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.01580},
  eprinttype    = {arXiv},
  eprint       = {2011.01580},
  timestamp    = {Thu, 11 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-01580.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03770,
  author       = {Zhengyan Zhang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Qun Liu and
                  Maosong Sun},
  title        = {Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads},
  journal      = {CoRR},
  volume       = {abs/2011.03770},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.03770},
  eprinttype    = {arXiv},
  eprint       = {2011.03770},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-03770.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03888,
  author       = {Chaojun Xiao and
                  Yuan Yao and
                  Ruobing Xie and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  title        = {Denoising Relation Extraction from Document-level Distant Supervision},
  journal      = {CoRR},
  volume       = {abs/2011.03888},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.03888},
  eprinttype    = {arXiv},
  eprint       = {2011.03888},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-03888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10369,
  author       = {Fanchao Qi and
                  Yangyi Chen and
                  Mukai Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{ONION:} {A} Simple and Effective Defense Against Textual Backdoor
                  Attacks},
  journal      = {CoRR},
  volume       = {abs/2011.10369},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.10369},
  eprinttype    = {arXiv},
  eprint       = {2011.10369},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-10369.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00413,
  author       = {Zhengyan Zhang and
                  Xu Han and
                  Hao Zhou and
                  Pei Ke and
                  Yuxian Gu and
                  Deming Ye and
                  Yujia Qin and
                  YuSheng Su and
                  Haozhe Ji and
                  Jian Guan and
                  Fanchao Qi and
                  Xiaozhi Wang and
                  Yanan Zheng and
                  Guoyang Zeng and
                  Huanqi Cao and
                  Shengqi Chen and
                  Daixuan Li and
                  Zhenbo Sun and
                  Zhiyuan Liu and
                  Minlie Huang and
                  Wentao Han and
                  Jie Tang and
                  Juanzi Li and
                  Xiaoyan Zhu and
                  Maosong Sun},
  title        = {{CPM:} {A} Large-scale Generative Chinese Pre-trained Language Model},
  journal      = {CoRR},
  volume       = {abs/2012.00413},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.00413},
  eprinttype    = {arXiv},
  eprint       = {2012.00413},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-00413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14862,
  author       = {Si Sun and
                  Yingzhuo Qian and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Kaitao Zhang and
                  Jie Bao and
                  Zhiyuan Liu and
                  Paul Bennett},
  title        = {Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision},
  journal      = {CoRR},
  volume       = {abs/2012.14862},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.14862},
  eprinttype    = {arXiv},
  eprint       = {2012.14862},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-14862.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15022,
  author       = {Yujia Qin and
                  Yankai Lin and
                  Ryuichi Takanobu and
                  Zhiyuan Liu and
                  Peng Li and
                  Heng Ji and
                  Minlie Huang and
                  Maosong Sun and
                  Jie Zhou},
  title        = {{ERICA:} Improving Entity and Relation Understanding for Pre-trained
                  Language Models via Contrastive Learning},
  journal      = {CoRR},
  volume       = {abs/2012.15022},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.15022},
  eprinttype    = {arXiv},
  eprint       = {2012.15022},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-15022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15699,
  author       = {Chenglei Si and
                  Zhengyan Zhang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Better Robustness by More Coverage: Adversarial Training with Mixup
                  Augmentation for Robust Fine-tuning},
  journal      = {CoRR},
  volume       = {abs/2012.15699},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.15699},
  eprinttype    = {arXiv},
  eprint       = {2012.15699},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-15699.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/MaoYHHWWLS19,
  author       = {Jiayuan Mao and
                  Yuan Yao and
                  Stefan Heinrich and
                  Tobias Hinz and
                  Cornelius Weber and
                  Stefan Wermter and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Bootstrapping Knowledge Graphs From Images and Text},
  journal      = {Frontiers Neurorobotics},
  volume       = {13},
  pages        = {93},
  year         = {2019},
  url          = {https://doi.org/10.3389/fnbot.2019.00093},
  doi          = {10.3389/FNBOT.2019.00093},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/finr/MaoYHHWWLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TuZWZLSZL19,
  author       = {Cunchao Tu and
                  Xiangkai Zeng and
                  Hao Wang and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Bo Zhang and
                  Leyu Lin},
  title        = {A Unified Framework for Community Detection and Network Representation
                  Learning},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {31},
  number       = {6},
  pages        = {1051--1065},
  year         = {2019},
  url          = {https://doi.org/10.1109/TKDE.2018.2852958},
  doi          = {10.1109/TKDE.2018.2852958},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/TuZWZLSZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuSH019,
  author       = {Yuanfu Lu and
                  Chuan Shi and
                  Linmei Hu and
                  Zhiyuan Liu},
  title        = {Relation Structure-Aware Heterogeneous Information Network Embedding},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {4456--4463},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33014456},
  doi          = {10.1609/AAAI.V33I01.33014456},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LuSH019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoH0S19,
  author       = {Tianyu Gao and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation
                  Classification},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {6407--6414},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33016407},
  doi          = {10.1609/AAAI.V33I01.33016407},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GaoH0S19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiHL0Z19,
  author       = {Jiaxin Shi and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {Learning to Embed Sentences Using Attentive Recursive Trees},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {6991--6998},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33016991},
  doi          = {10.1609/AAAI.V33I01.33016991},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiHL0Z19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiLHL0Z19,
  author       = {Jiaxin Shi and
                  Chen Liang and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {DeepChannel: Salience Estimation by Contrastive Learning for Extractive
                  Document Summarization},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {6999--7006},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33016999},
  doi          = {10.1609/AAAI.V33I01.33016999},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiLHL0Z19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YaoYLHLLLHZS19,
  author       = {Yuan Yao and
                  Deming Ye and
                  Peng Li and
                  Xu Han and
                  Yankai Lin and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Lixin Huang and
                  Jie Zhou and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {DocRED: {A} Large-Scale Document-Level Relation Extraction Dataset},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {764--777},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1074},
  doi          = {10.18653/V1/P19-1074},
  timestamp    = {Tue, 13 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/YaoYLHLLLHZS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouHYLWLS19,
  author       = {Jie Zhou and
                  Xu Han and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Lifeng Wang and
                  Changcheng Li and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {{GEAR:} Graph-based Evidence Aggregating and Reasoning for Fact Verification},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {892--901},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1085},
  doi          = {10.18653/V1/P19-1085},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhouHYLWLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhuLLFCS19,
  author       = {Hao Zhu and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Jie Fu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Graph Neural Networks with Generated Parameters for Relation Extraction},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {1331--1339},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1128},
  doi          = {10.18653/V1/P19-1128},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhuLLFCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhengHLYCHLX19,
  author       = {Shun Zheng and
                  Xu Han and
                  Yankai Lin and
                  Peilin Yu and
                  Lu Chen and
                  Ling Huang and
                  Zhiyuan Liu and
                  Wei Xu},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {{DIAG-NRE:} {A} Neural Pattern Diagnosis Framework for Distantly Supervised
                  Neural Relation Extraction},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {1419--1429},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1137},
  doi          = {10.18653/V1/P19-1137},
  timestamp    = {Sun, 03 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhengHLYCHLX19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangHLJSL19,
  author       = {Zhengyan Zhang and
                  Xu Han and
                  Zhiyuan Liu and
                  Xin Jiang and
                  Maosong Sun and
                  Qun Liu},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {{ERNIE:} Enhanced Language Representation with Informative Entities},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {1441--1451},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1139},
  doi          = {10.18653/V1/P19-1139},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangHLJSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaoLLLLC19,
  author       = {Yixin Cao and
                  Zhiyuan Liu and
                  Chengjiang Li and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Tat{-}Seng Chua},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Multi-Channel Graph Neural Network for Entity Alignment},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {1452--1461},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1140},
  doi          = {10.18653/V1/P19-1140},
  timestamp    = {Thu, 12 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/CaoLLLLC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuLLS19,
  author       = {Jiahua Liu and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {{XQA:} {A} Cross-lingual Open-domain Question Answering Dataset},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {2358--2368},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1227},
  doi          = {10.18653/V1/P19-1227},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiuLLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenZHLS19,
  author       = {Weize Chen and
                  Hao Zhu and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Quantifying Similarity between Relations with Fact Distribution},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {2882--2894},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1278},
  doi          = {10.18653/V1/P19-1278},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenZHLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuWLHLLT19,
  author       = {Jifan Yu and
                  Chenyu Wang and
                  Gan Luo and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Jie Tang},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Course Concept Expansion in MOOCs with External Knowledge and Interactive
                  Game},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {4292--4302},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1421},
  doi          = {10.18653/V1/P19-1421},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/YuWLHLLT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiDLZS19,
  author       = {Ziran Li and
                  Ning Ding and
                  Zhiyuan Liu and
                  Haitao Zheng and
                  Ying Shen},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Chinese Relation Extraction with Multi-Grained Information and External
                  Linguistic Knowledge},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {4377--4386},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1430},
  doi          = {10.18653/V1/P19-1430},
  timestamp    = {Tue, 24 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/LiDLZS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QiHYLCLS19,
  author       = {Fanchao Qi and
                  Junjie Huang and
                  Chenghao Yang and
                  Zhiyuan Liu and
                  Xiao Chen and
                  Qun Liu and
                  Maosong Sun},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Modeling Semantic Compositionality with Sememe Knowledge},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {5706--5715},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1571},
  doi          = {10.18653/V1/P19-1571},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/QiHYLCLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiLWXZHKCLL19,
  author       = {Chao Li and
                  Zhiyuan Liu and
                  Mengmeng Wu and
                  Yuchi Xu and
                  Huan Zhao and
                  Pipei Huang and
                  Guoliang Kang and
                  Qiwei Chen and
                  Wei Li and
                  Dik Lun Lee},
  editor       = {Wenwu Zhu and
                  Dacheng Tao and
                  Xueqi Cheng and
                  Peng Cui and
                  Elke A. Rundensteiner and
                  David Carmel and
                  Qi He and
                  Jeffrey Xu Yu},
  title        = {Multi-Interest Network with Dynamic Routing for Recommendation at
                  Tmall},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {2615--2623},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3357814},
  doi          = {10.1145/3357384.3357814},
  timestamp    = {Thu, 06 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/LiLWXZHKCLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cncl/LiuXS019,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Heng Ji and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Explore Entity Embedding Effectiveness in Entity Retrieval},
  booktitle    = {Chinese Computational Linguistics - 18th China National Conference,
                  {CCL} 2019, Kunming, China, October 18-20, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11856},
  pages        = {105--116},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32381-3\_9},
  doi          = {10.1007/978-3-030-32381-3\_9},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/cncl/LiuXS019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cncl/DuanWWMCWWLHHWL19,
  author       = {Xingyi Duan and
                  Baoxin Wang and
                  Ziyue Wang and
                  Wentao Ma and
                  Yiming Cui and
                  Dayong Wu and
                  Shijin Wang and
                  Ting Liu and
                  Tianxiang Huo and
                  Zhen Hu and
                  Heng Wang and
                  Zhiyuan Liu},
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Heng Ji and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {{CJRC:} {A} Reliable Human-Annotated Benchmark DataSet for Chinese
                  Judicial Reading Comprehension},
  booktitle    = {Chinese Computational Linguistics - 18th China National Conference,
                  {CCL} 2019, Kunming, China, October 18-20, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11856},
  pages        = {439--451},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32381-3\_36},
  doi          = {10.1007/978-3-030-32381-3\_36},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cncl/DuanWWMCWWLHHWL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cncl/LongT0S19,
  author       = {Shangbang Long and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Heng Ji and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Automatic Judgment Prediction via Legal Reading Comprehension},
  booktitle    = {Chinese Computational Linguistics - 18th China National Conference,
                  {CCL} 2019, Kunming, China, October 18-20, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11856},
  pages        = {558--572},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32381-3\_45},
  doi          = {10.1007/978-3-030-32381-3\_45},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cncl/LongT0S19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cncl/0010T0S19,
  author       = {Zhiyuan Liu and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Heng Ji and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Legal Cause Prediction with Inner Descriptions and Outer Hierarchies},
  booktitle    = {Chinese Computational Linguistics - 18th China National Conference,
                  {CCL} 2019, Kunming, China, October 18-20, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11856},
  pages        = {573--586},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32381-3\_46},
  doi          = {10.1007/978-3-030-32381-3\_46},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cncl/0010T0S19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HanGYYLS19,
  author       = {Xu Han and
                  Tianyu Gao and
                  Yuan Yao and
                  Deming Ye and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sebastian Pad{\'{o}} and
                  Ruihong Huang},
  title        = {OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019 - System Demonstrations},
  pages        = {169--174},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-3029},
  doi          = {10.18653/V1/D19-3029},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HanGYYLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuYHXLLLS19,
  author       = {Ruidong Wu and
                  Yuan Yao and
                  Xu Han and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {Open Relation Extraction: Relational Knowledge Transfer from Supervised
                  Data to Unsupervised Data},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {219--228},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1021},
  doi          = {10.18653/V1/D19-1021},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/WuYHXLLLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CaoHCLJ19,
  author       = {Yixin Cao and
                  Zikun Hu and
                  Tat{-}Seng Chua and
                  Zhiyuan Liu and
                  Heng Ji},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {Low-Resource Name Tagging Learned with Weakly Labeled Data},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {261--270},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1025},
  doi          = {10.18653/V1/D19-1025},
  timestamp    = {Thu, 12 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/CaoHCLJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingLLZL19,
  author       = {Ning Ding and
                  Ziran Li and
                  Zhiyuan Liu and
                  Haitao Zheng and
                  Zibo Lin},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {Event Detection with Trigger-Aware Lattice Neural Network},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {347--356},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1033},
  doi          = {10.18653/V1/D19-1033},
  timestamp    = {Thu, 25 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/DingLLZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RanLLZL19,
  author       = {Qiu Ran and
                  Yankai Lin and
                  Peng Li and
                  Jie Zhou and
                  Zhiyuan Liu},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {NumNet: Machine Reading Comprehension with Numerical Reasoning},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {2474--2484},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1251},
  doi          = {10.18653/V1/D19-1251},
  timestamp    = {Wed, 22 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/RanLLZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LvGHHLL19,
  author       = {Xin Lv and
                  Yuxian Gu and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning
                  over Few-Shot Relations},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {3374--3379},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1334},
  doi          = {10.18653/V1/D19-1334},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/LvGHHLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangWHLLLSZR19,
  author       = {Xiaozhi Wang and
                  Ziqi Wang and
                  Xu Han and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou and
                  Xiang Ren},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {{HMEAE:} Hierarchical Modular Event Argument Extraction},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {5776--5782},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1584},
  doi          = {10.18653/V1/D19-1584},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/WangWHLLLSZR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GaoHZLLSZ19,
  author       = {Tianyu Gao and
                  Xu Han and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {FewRel 2.0: Towards More Challenging Few-Shot Relation Classification},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {6249--6254},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1649},
  doi          = {10.18653/V1/D19-1649},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/GaoHZLLSZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewsn/CaoLLL19,
  author       = {Mengxin Cao and
                  Zhiyuan Liu and
                  Haotian Long and
                  Guang Li},
  editor       = {Yunhao Liu and
                  Guoliang Xing and
                  Yuan He and
                  Gian Pietro Picco},
  title        = {Poster: WatchYouWatch {A} Web-Cam Based Natural Customer Attention
                  Tracking Shelf},
  booktitle    = {Proceedings of the 2019 International Conference on Embedded Wireless
                  Systems and Networks, {EWSN} 2019, Beijing, China, February 25-27,
                  2019},
  pages        = {208--209},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://dl.acm.org/citation.cfm?id=3324347},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ewsn/CaoLLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/YinXL019,
  author       = {Yue Yin and
                  Chenyan Xiong and
                  Cheng Luo and
                  Zhiyuan Liu},
  editor       = {Yi Fang and
                  Yi Zhang and
                  James Allan and
                  Krisztian Balog and
                  Ben Carterette and
                  Jiafeng Guo},
  title        = {Neural Document Expansion with User Feedback},
  booktitle    = {Proceedings of the 2019 {ACM} {SIGIR} International Conference on
                  Theory of Information Retrieval, {ICTIR} 2019, Santa Clara, CA, USA,
                  October 2-5, 2019},
  pages        = {105--108},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341981.3344213},
  doi          = {10.1145/3341981.3344213},
  timestamp    = {Sun, 23 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ictir/YinXL019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangTSC019,
  author       = {Cheng Yang and
                  Jian Tang and
                  Maosong Sun and
                  Ganqu Cui and
                  Zhiyuan Liu},
  editor       = {Sarit Kraus},
  title        = {Multi-scale Information Diffusion Prediction with Reinforced Recurrent
                  Networks},
  booktitle    = {Proceedings of the Twenty-Eighth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
                  2019},
  pages        = {4033--4039},
  publisher    = {ijcai.org},
  year         = {2019},
  url          = {https://doi.org/10.24963/ijcai.2019/560},
  doi          = {10.24963/IJCAI.2019/560},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/YangTSC019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangHLSL19,
  author       = {Xiaozhi Wang and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Peng Li},
  editor       = {Jill Burstein and
                  Christy Doran and
                  Thamar Solorio},
  title        = {Adversarial Training for Weakly Supervised Event Detection},
  booktitle    = {Proceedings of the 2019 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
                  and Short Papers)},
  pages        = {998--1008},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/n19-1105},
  doi          = {10.18653/V1/N19-1105},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/WangHLSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/FuL0L19,
  author       = {Zihao Fu and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Wai Lam},
  editor       = {Jill Burstein and
                  Christy Doran and
                  Thamar Solorio},
  title        = {Fact Discovery from Knowledge Base via Facet Decomposition},
  booktitle    = {Proceedings of the 2019 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
                  and Short Papers)},
  pages        = {2892--2901},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/n19-1297},
  doi          = {10.18653/V1/N19-1297},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/FuL0L19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cncl/2019,
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Heng Ji and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Chinese Computational Linguistics - 18th China National Conference,
                  {CCL} 2019, Kunming, China, October 18-20, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11856},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32381-3},
  doi          = {10.1007/978-3-030-32381-3},
  isbn         = {978-3-030-32380-6},
  timestamp    = {Fri, 16 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cncl/2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09957,
  author       = {Fanchao Qi and
                  Chenghao Yang and
                  Zhiyuan Liu and
                  Qiang Dong and
                  Maosong Sun and
                  Zhendong Dong},
  title        = {OpenHowNet: An Open Sememe-based Lexical Knowledge Base},
  journal      = {CoRR},
  volume       = {abs/1901.09957},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.09957},
  eprinttype    = {arXiv},
  eprint       = {1901.09957},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-09957.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00756,
  author       = {Hao Zhu and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Jie Fu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  title        = {Graph Neural Networks with Generated Parameters for Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/1902.00756},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.00756},
  eprinttype    = {arXiv},
  eprint       = {1902.00756},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-00756.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07531,
  author       = {Yifan Qiao and
                  Chenyan Xiong and
                  Zhenghao Liu and
                  Zhiyuan Liu},
  title        = {Understanding the Behaviors of {BERT} in Ranking},
  journal      = {CoRR},
  volume       = {abs/1904.07531},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.07531},
  eprinttype    = {arXiv},
  eprint       = {1904.07531},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-07531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08030,
  author       = {Chao Li and
                  Zhiyuan Liu and
                  Mengmeng Wu and
                  Yuchi Xu and
                  Pipei Huang and
                  Huan Zhao and
                  Guoliang Kang and
                  Qiwei Chen and
                  Wei Li and
                  Dik Lun Lee},
  title        = {Multi-Interest Network with Dynamic Routing for Recommendation at
                  Tmall},
  journal      = {CoRR},
  volume       = {abs/1904.08030},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.08030},
  eprinttype    = {arXiv},
  eprint       = {1904.08030},
  timestamp    = {Mon, 05 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-08030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09540,
  author       = {Zihao Fu and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Wai Lam},
  title        = {Fact Discovery from Knowledge Base via Facet Decomposition},
  journal      = {CoRR},
  volume       = {abs/1904.09540},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.09540},
  eprinttype    = {arXiv},
  eprint       = {1904.09540},
  timestamp    = {Fri, 26 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-09540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07129,
  author       = {Zhengyan Zhang and
                  Xu Han and
                  Zhiyuan Liu and
                  Xin Jiang and
                  Maosong Sun and
                  Qun Liu},
  title        = {{ERNIE:} Enhanced Language Representation with Informative Entities},
  journal      = {CoRR},
  volume       = {abs/1905.07129},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.07129},
  eprinttype    = {arXiv},
  eprint       = {1905.07129},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-07129.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08027,
  author       = {Yuanfu Lu and
                  Chuan Shi and
                  Linmei Hu and
                  Zhiyuan Liu},
  title        = {Relation Structure-Aware Heterogeneous Information Network Embedding},
  journal      = {CoRR},
  volume       = {abs/1905.08027},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.08027},
  eprinttype    = {arXiv},
  eprint       = {1905.08027},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-08027.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00247,
  author       = {Junjie Huang and
                  Fanchao Qi and
                  Chenghao Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{COS960:} {A} Chinese Word Similarity Dataset of 960 Word Pairs},
  journal      = {CoRR},
  volume       = {abs/1906.00247},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.00247},
  eprinttype    = {arXiv},
  eprint       = {1906.00247},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-00247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06127,
  author       = {Yuan Yao and
                  Deming Ye and
                  Peng Li and
                  Xu Han and
                  Yankai Lin and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Lixin Huang and
                  Jie Zhou and
                  Maosong Sun},
  title        = {DocRED: {A} Large-Scale Document-Level Relation Extraction Dataset},
  journal      = {CoRR},
  volume       = {abs/1906.06127},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.06127},
  eprinttype    = {arXiv},
  eprint       = {1906.06127},
  timestamp    = {Wed, 14 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-06127.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04744,
  author       = {Fanchao Qi and
                  Junjie Huang and
                  Chenghao Yang and
                  Zhiyuan Liu and
                  Xiao Chen and
                  Qun Liu and
                  Maosong Sun},
  title        = {Modeling Semantic Compositionality with Sememe Knowledge},
  journal      = {CoRR},
  volume       = {abs/1907.04744},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.04744},
  eprinttype    = {arXiv},
  eprint       = {1907.04744},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-04744.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08937,
  author       = {Weize Chen and
                  Hao Zhu and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Quantifying Similarity between Relations with Fact Distribution},
  journal      = {CoRR},
  volume       = {abs/1907.08937},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.08937},
  eprinttype    = {arXiv},
  eprint       = {1907.08937},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-08937.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01843,
  author       = {Jie Zhou and
                  Xu Han and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Lifeng Wang and
                  Changcheng Li and
                  Maosong Sun},
  title        = {{GEAR:} Graph-based Evidence Aggregating and Reasoning for Fact Verification},
  journal      = {CoRR},
  volume       = {abs/1908.01843},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.01843},
  eprinttype    = {arXiv},
  eprint       = {1908.01843},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-01843.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02938,
  author       = {Yue Yin and
                  Chenyan Xiong and
                  Cheng Luo and
                  Zhiyuan Liu},
  title        = {Neural Document Expansion with User Feedback},
  journal      = {CoRR},
  volume       = {abs/1908.02938},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.02938},
  eprinttype    = {arXiv},
  eprint       = {1908.02938},
  timestamp    = {Sat, 03 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-02938.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09659,
  author       = {Yixin Cao and
                  Zikun Hu and
                  Tat{-}Seng Chua and
                  Zhiyuan Liu and
                  Heng Ji},
  title        = {Low-Resource Name Tagging Learned with Weakly Labeled Data},
  journal      = {CoRR},
  volume       = {abs/1908.09659},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.09659},
  eprinttype    = {arXiv},
  eprint       = {1908.09659},
  timestamp    = {Thu, 29 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-09659.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09898,
  author       = {Yixin Cao and
                  Zhiyuan Liu and
                  Chengjiang Li and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Tat{-}Seng Chua},
  title        = {Multi-Channel Graph Neural Network for Entity Alignment},
  journal      = {CoRR},
  volume       = {abs/1908.09898},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.09898},
  eprinttype    = {arXiv},
  eprint       = {1908.09898},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-09898.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10554,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Explore Entity Embedding Effectiveness in Entity Retrieval},
  journal      = {CoRR},
  volume       = {abs/1908.10554},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.10554},
  eprinttype    = {arXiv},
  eprint       = {1908.10554},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-10554.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11007,
  author       = {Tianyu Gao and
                  Xu Han and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin and
                  Maosong Sun},
  title        = {Neural Snowball for Few-Shot Relation Learning},
  journal      = {CoRR},
  volume       = {abs/1908.11007},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.11007},
  eprinttype    = {arXiv},
  eprint       = {1908.11007},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-11007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11513,
  author       = {Xin Lv and
                  Yuxian Gu and
                  Xu Han and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  title        = {Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning
                  over Few-Shot Relations},
  journal      = {CoRR},
  volume       = {abs/1908.11513},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.11513},
  eprinttype    = {arXiv},
  eprint       = {1908.11513},
  timestamp    = {Sat, 29 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-11513.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07739,
  author       = {Jifan Yu and
                  Chenyu Wang and
                  Gan Luo and
                  Lei Hou and
                  Juanzi Li and
                  Jie Tang and
                  Zhiyuan Liu},
  title        = {Course Concept Expansion in MOOCs with External Knowledge and Interactive
                  Game},
  journal      = {CoRR},
  volume       = {abs/1909.07739},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.07739},
  eprinttype    = {arXiv},
  eprint       = {1909.07739},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-07739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13078,
  author       = {Xu Han and
                  Tianyu Gao and
                  Yuan Yao and
                  Deming Ye and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/1909.13078},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13078},
  eprinttype    = {arXiv},
  eprint       = {1909.13078},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13078.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06701,
  author       = {Qiu Ran and
                  Yankai Lin and
                  Peng Li and
                  Jie Zhou and
                  Zhiyuan Liu},
  title        = {NumNet: Machine Reading Comprehension with Numerical Reasoning},
  journal      = {CoRR},
  volume       = {abs/1910.06701},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.06701},
  eprinttype    = {arXiv},
  eprint       = {1910.06701},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-06701.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07124,
  author       = {Tianyu Gao and
                  Xu Han and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Peng Li and
                  Maosong Sun and
                  Jie Zhou},
  title        = {FewRel 2.0: Towards More Challenging Few-Shot Relation Classification},
  journal      = {CoRR},
  volume       = {abs/1910.07124},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.07124},
  eprinttype    = {arXiv},
  eprint       = {1910.07124},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-07124.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08910,
  author       = {Yujia Qin and
                  Fanchao Qi and
                  Sicong Ouyang and
                  Zhiyuan Liu and
                  Cheng Yang and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Enhancing Recurrent Neural Networks with Sememes},
  journal      = {CoRR},
  volume       = {abs/1910.08910},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.08910},
  eprinttype    = {arXiv},
  eprint       = {1910.08910},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-08910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12196,
  author       = {Yuan Zang and
                  Chenghao Yang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Meng Zhang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Open the Boxes of Words: Incorporating Sememes into Textual Adversarial
                  Attack},
  journal      = {CoRR},
  volume       = {abs/1910.12196},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.12196},
  eprinttype    = {arXiv},
  eprint       = {1910.12196},
  timestamp    = {Wed, 17 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-12196.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01352,
  author       = {Ziqi Wang and
                  Yujia Qin and
                  Wenxuan Zhou and
                  Jun Yan and
                  Qinyuan Ye and
                  Leonardo Neves and
                  Zhiyuan Liu and
                  Xiang Ren},
  title        = {Learning to Annotate: Modularizing Data Augmentation for Text Classifiers
                  with Natural Language Explanations},
  journal      = {CoRR},
  volume       = {abs/1911.01352},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.01352},
  eprinttype    = {arXiv},
  eprint       = {1911.01352},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-01352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01622,
  author       = {Yuan Yao and
                  Haoxi Zhong and
                  Zhengyan Zhang and
                  Xu Han and
                  Xiaozhi Wang and
                  Chaojun Xiao and
                  Guoyang Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Adversarial Language Games for Advanced Natural Language Intelligence},
  journal      = {CoRR},
  volume       = {abs/1911.01622},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.01622},
  eprinttype    = {arXiv},
  eprint       = {1911.01622},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-01622.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02170,
  author       = {Deming Ye and
                  Yankai Lin and
                  Zhenghao Liu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network},
  journal      = {CoRR},
  volume       = {abs/1911.02170},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.02170},
  eprinttype    = {arXiv},
  eprint       = {1911.02170},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-02170.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02707,
  author       = {Houyu Zhang and
                  Zhenghao Liu and
                  Chenyan Xiong and
                  Zhiyuan Liu},
  title        = {Conversation Generation with Concept Flow},
  journal      = {CoRR},
  volume       = {abs/1911.02707},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.02707},
  eprinttype    = {arXiv},
  eprint       = {1911.02707},
  timestamp    = {Mon, 11 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-02707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06136,
  author       = {Xiaozhi Wang and
                  Tianyu Gao and
                  Zhaocheng Zhu and
                  Zhiyuan Liu and
                  Juanzi Li and
                  Jian Tang},
  title        = {{KEPLER:} {A} Unified Model for Knowledge Embedding and Pre-trained
                  Language Representation},
  journal      = {CoRR},
  volume       = {abs/1911.06136},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.06136},
  eprinttype    = {arXiv},
  eprint       = {1911.06136},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-06136.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08962,
  author       = {Chaojun Xiao and
                  Haoxi Zhong and
                  Zhipeng Guo and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Tianyang Zhang and
                  Xianpei Han and
                  Zhen Hu and
                  Heng Wang and
                  Jianfeng Xu},
  title        = {{CAIL2019-SCM:} {A} Dataset of Similar Case Matching in Legal Domain},
  journal      = {CoRR},
  volume       = {abs/1911.08962},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.08962},
  eprinttype    = {arXiv},
  eprint       = {1911.08962},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-08962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12011,
  author       = {Haoxi Zhong and
                  Chaojun Xiao and
                  Cunchao Tu and
                  Tianyang Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{JEC-QA:} {A} Legal-Domain Question Answering Dataset},
  journal      = {CoRR},
  volume       = {abs/1911.12011},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.12011},
  eprinttype    = {arXiv},
  eprint       = {1911.12011},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-12011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01795,
  author       = {Fanchao Qi and
                  Liang Chang and
                  Maosong Sun and
                  Sicong Ouyang and
                  Zhiyuan Liu},
  title        = {Towards Building a Multilingual Sememe Knowledge Base: Predicting
                  Sememes for BabelNet Synsets},
  journal      = {CoRR},
  volume       = {abs/1912.01795},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.01795},
  eprinttype    = {arXiv},
  eprint       = {1912.01795},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-01795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08441,
  author       = {Lei Zhang and
                  Fanchao Qi and
                  Zhiyuan Liu and
                  Yasheng Wang and
                  Qun Liu and
                  Maosong Sun},
  title        = {Multi-channel Reverse Dictionary Model},
  journal      = {CoRR},
  volume       = {abs/1912.08441},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.08441},
  eprinttype    = {arXiv},
  eprint       = {1912.08441},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-08441.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09156,
  author       = {Xingyi Duan and
                  Baoxin Wang and
                  Ziyue Wang and
                  Wentao Ma and
                  Yiming Cui and
                  Dayong Wu and
                  Shijin Wang and
                  Ting Liu and
                  Tianxiang Huo and
                  Zhen Hu and
                  Heng Wang and
                  Zhiyuan Liu},
  title        = {{CJRC:} {A} Reliable Human-Annotated Benchmark DataSet for Chinese
                  Judicial Reading Comprehension},
  journal      = {CoRR},
  volume       = {abs/1912.09156},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.09156},
  eprinttype    = {arXiv},
  eprint       = {1912.09156},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-09156.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ShenCYLS18,
  author       = {Shiqi Shen and
                  Yun Chen and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Zero-Shot Cross-Lingual Neural Headline Generation},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {26},
  number       = {12},
  pages        = {2319--2327},
  year         = {2018},
  url          = {https://doi.org/10.1109/TASLP.2018.2842432},
  doi          = {10.1109/TASLP.2018.2842432},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/ShenCYLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Han0S18,
  author       = {Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Neural Knowledge Acquisition via Mutual Attention Between Knowledge
                  Graph and Text},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {4832--4839},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11927},
  doi          = {10.1609/AAAI.V32I1.11927},
  timestamp    = {Sat, 21 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Han0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Xie0LL18,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Fen Lin and
                  Leyu Lin},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Does William Shakespeare {REALLY} Write Hamlet? Knowledge Representation
                  Learning With Confidence},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {4954--4961},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11924},
  doi          = {10.1609/AAAI.V32I1.11924},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Xie0LL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZengYT0S18,
  author       = {Xiangkai Zeng and
                  Cheng Yang and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Chinese {LIWC} Lexicon Expansion via Hierarchical Classification of
                  Word Embeddings with Sememe Attention},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {5650--5657},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11982},
  doi          = {10.1609/AAAI.V32I1.11982},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZengYT0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XinL0S18,
  author       = {Ji Xin and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Improving Neural Fine-Grained Entity Typing With Knowledge Attention},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {5997--6004},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12038},
  doi          = {10.1609/AAAI.V32I1.12038},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XinL0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunLLJ18,
  author       = {Yankai Lin and
                  Haozhe Ji and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Denoising Distantly Supervised Open-Domain Question Answering},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {1736--1745},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1161/},
  doi          = {10.18653/V1/P18-1161},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SunLLJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunLXL18,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph
                  Semantics in Neural Information Retrieval},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {2395--2405},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1223/},
  doi          = {10.18653/V1/P18-1223},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SunLXL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunLXJZLL18,
  author       = {Huiming Jin and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Incorporating Chinese Characters of Words for Lexical Sememe Prediction},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {2439--2449},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1227/},
  doi          = {10.18653/V1/P18-1227},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SunLXJZLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HuLT0S18,
  author       = {Zikun Hu and
                  Xiang Li and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Emily M. Bender and
                  Leon Derczynski and
                  Pierre Isabelle},
  title        = {Few-Shot Charge Prediction with Discriminative Legal Attributes},
  booktitle    = {Proceedings of the 27th International Conference on Computational
                  Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
                  2018},
  pages        = {487--498},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/C18-1041/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/HuLT0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/0002HLL18,
  author       = {Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  editor       = {Emily M. Bender and
                  Leon Derczynski and
                  Pierre Isabelle},
  title        = {Neural Collective Entity Linking},
  booktitle    = {Proceedings of the 27th International Conference on Computational
                  Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
                  2018},
  pages        = {675--686},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/C18-1057/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/0002HLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/WangHL0S18,
  author       = {Xiaozhi Wang and
                  Xu Han and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Emily M. Bender and
                  Leon Derczynski and
                  Pierre Isabelle},
  title        = {Adversarial Multi-lingual Neural Relation Extraction},
  booktitle    = {Proceedings of the 27th International Conference on Computational
                  Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
                  2018},
  pages        = {1156--1166},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/C18-1099/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/WangHL0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HanCLLLSL18,
  author       = {Xu Han and
                  Shulin Cao and
                  Xin Lv and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Juanzi Li},
  editor       = {Eduardo Blanco and
                  Wei Lu},
  title        = {OpenKE: An Open Toolkit for Knowledge Embedding},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2018: System Demonstrations, Brussels,
                  Belgium, October 31 - November 4, 2018},
  pages        = {139--144},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-2024},
  doi          = {10.18653/V1/D18-2024},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HanCLLLSL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0002HLLLCD18,
  author       = {Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Chengjiang Li and
                  Xu Chen and
                  Tiansi Dong},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Joint Representation Learning of Cross-lingual Words and Entities
                  via Attentive Distant Supervision},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {227--237},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1021},
  doi          = {10.18653/V1/D18-1021},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/0002HLLLCD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QiLSZX018,
  author       = {Fanchao Qi and
                  Yankai Lin and
                  Maosong Sun and
                  Hao Zhu and
                  Ruobing Xie and
                  Zhiyuan Liu},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Cross-lingual Lexical Sememe Prediction},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {358--368},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1033},
  doi          = {10.18653/V1/D18-1033},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/QiLSZX018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XinZH0S18,
  author       = {Ji Xin and
                  Hao Zhu and
                  Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Put It Back: Entity Typing with Language Model Enhancement},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {993--998},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1121},
  doi          = {10.18653/V1/D18-1121},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/XinZH0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LvHLL18,
  author       = {Xin Lv and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Differentiating Concepts and Instances for Knowledge Graph Embedding},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {1971--1979},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1222},
  doi          = {10.18653/V1/D18-1222},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/LvHLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HanYLSL18,
  author       = {Xu Han and
                  Pengfei Yu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Peng Li},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {2236--2245},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1247},
  doi          = {10.18653/V1/D18-1247},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HanYLSL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhongGTX0S18,
  author       = {Haoxi Zhong and
                  Zhipeng Guo and
                  Cunchao Tu and
                  Chaojun Xiao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Legal Judgment Prediction via Topological Learning},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {3540--3549},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1390},
  doi          = {10.18653/V1/D18-1390},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ZhongGTX0S18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuYZLXSLL18,
  author       = {Yihong Gu and
                  Jun Yan and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Language Modeling with Sparse Product of Sememe Experts},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {4642--4651},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/D18-1493/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/GuYZLXSLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HanZYWYLS18,
  author       = {Xu Han and
                  Hao Zhu and
                  Pengfei Yu and
                  Ziyun Wang and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {FewRel: {A} Large-Scale Supervised Few-shot Relation Classification
                  Dataset with State-of-the-Art Evaluation},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {4803--4809},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1514},
  doi          = {10.18653/V1/D18-1514},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HanZYWYLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/LiuQLL18,
  author       = {Zhiyuan Liu and
                  Feitong Qiao and
                  Haotian Long and
                  Guang Li},
  editor       = {Gowri Sankar Ramachandran and
                  Bhaskar Krishnamachari},
  title        = {GazeLabel: {A} Cost-free Data Labeling System with Public Displays
                  using Eye-tracking},
  booktitle    = {Proceedings of the 16th {ACM} Conference on Embedded Networked Sensor
                  Systems, SenSys 2018, Shenzhen, China, November 4-7, 2018},
  pages        = {343--344},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3274783.3275174},
  doi          = {10.1145/3274783.3275174},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sensys/LiuQLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/PyreddyRJDXC018,
  author       = {Mary Arpita Pyreddy and
                  Varshini Ramaseshan and
                  Narendra Nath Joshi and
                  Zhuyun Dai and
                  Chenyan Xiong and
                  Jamie Callan and
                  Zhiyuan Liu},
  editor       = {Kevyn Collins{-}Thompson and
                  Qiaozhu Mei and
                  Brian D. Davison and
                  Yiqun Liu and
                  Emine Yilmaz},
  title        = {Consistency and Variation in Kernel Neural Ranking Model},
  booktitle    = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
                  Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
                  USA, July 08-12, 2018},
  pages        = {961--964},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209978.3210107},
  doi          = {10.1145/3209978.3210107},
  timestamp    = {Wed, 16 Sep 2020 13:34:22 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/PyreddyRJDXC018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DaiXC018,
  author       = {Zhuyun Dai and
                  Chenyan Xiong and
                  Jamie Callan and
                  Zhiyuan Liu},
  editor       = {Yi Chang and
                  Chengxiang Zhai and
                  Yan Liu and
                  Yoelle Maarek},
  title        = {Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc
                  Search},
  booktitle    = {Proceedings of the Eleventh {ACM} International Conference on Web
                  Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
                  5-9, 2018},
  pages        = {126--134},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3159652.3159659},
  doi          = {10.1145/3159652.3159659},
  timestamp    = {Thu, 13 Aug 2020 18:13:38 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/DaiXC018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuXS018,
  author       = {Bin Wu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  editor       = {Pierre{-}Antoine Champin and
                  Fabien Gandon and
                  Mounia Lalmas and
                  Panagiotis G. Ipeirotis},
  title        = {Query Suggestion with Feedback Memory Network},
  booktitle    = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
                  {WWW} 2018, Lyon, France, April 23-27, 2018},
  pages        = {1563--1571},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3178876.3186068},
  doi          = {10.1145/3178876.3186068},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/WuXS018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cncl/2018,
  editor       = {Maosong Sun and
                  Ting Liu and
                  Xiaojie Wang and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Chinese Computational Linguistics and Natural Language Processing
                  Based on Naturally Annotated Big Data - 17th China National Conference,
                  {CCL} 2018, and 6th International Symposium, {NLP-NABD} 2018, Changsha,
                  China, October 19-21, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11221},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01716-3},
  doi          = {10.1007/978-3-030-01716-3},
  isbn         = {978-3-030-01715-6},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cncl/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07591,
  author       = {Zhenghao Liu and
                  Chenyan Xiong and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph
                  Semantics in Neural Information Retrieval},
  journal      = {CoRR},
  volume       = {abs/1805.07591},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.07591},
  eprinttype    = {arXiv},
  eprint       = {1805.07591},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-07591.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10959,
  author       = {Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Denoising Distant Supervision for Relation Extraction via Instance-Level
                  Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/1805.10959},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.10959},
  eprinttype    = {arXiv},
  eprint       = {1805.10959},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-10959.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06349,
  author       = {Huiming Jin and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  title        = {Incorporating Chinese Characters of Words for Lexical Sememe Prediction},
  journal      = {CoRR},
  volume       = {abs/1806.06349},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.06349},
  eprinttype    = {arXiv},
  eprint       = {1806.06349},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-06349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02478,
  author       = {Chaojun Xiao and
                  Haoxi Zhong and
                  Zhipeng Guo and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yansong Feng and
                  Xianpei Han and
                  Zhen Hu and
                  Heng Wang and
                  Jianfeng Xu},
  title        = {{CAIL2018:} {A} Large-Scale Legal Dataset for Judgment Prediction},
  journal      = {CoRR},
  volume       = {abs/1807.02478},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.02478},
  eprinttype    = {arXiv},
  eprint       = {1807.02478},
  timestamp    = {Mon, 16 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-02478.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06537,
  author       = {Shangbang Long and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Automatic Judgment Prediction via Legal Reading Comprehension},
  journal      = {CoRR},
  volume       = {abs/1809.06537},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.06537},
  eprinttype    = {arXiv},
  eprint       = {1809.06537},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-06537.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10522,
  author       = {Mary Arpita Pyreddy and
                  Varshini Ramaseshan and
                  Narendra Nath Joshi and
                  Zhuyun Dai and
                  Chenyan Xiong and
                  Jamie Callan and
                  Zhiyuan Liu},
  title        = {Consistency and Variation in Kernel Neural Ranking Model},
  journal      = {CoRR},
  volume       = {abs/1809.10522},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.10522},
  eprinttype    = {arXiv},
  eprint       = {1809.10522},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-10522.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05851,
  author       = {Haoxi Zhong and
                  Chaojun Xiao and
                  Zhipeng Guo and
                  Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yansong Feng and
                  Xianpei Han and
                  Zhen Hu and
                  Heng Wang and
                  Jianfeng Xu},
  title        = {Overview of {CAIL2018:} Legal Judgment Prediction Competition},
  journal      = {CoRR},
  volume       = {abs/1810.05851},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.05851},
  eprinttype    = {arXiv},
  eprint       = {1810.05851},
  timestamp    = {Mon, 16 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-05851.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10147,
  author       = {Xu Han and
                  Hao Zhu and
                  Pengfei Yu and
                  Ziyun Wang and
                  Yuan Yao and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {FewRel: {A} Large-Scale Supervised Few-Shot Relation Classification
                  Dataset with State-of-the-Art Evaluation},
  journal      = {CoRR},
  volume       = {abs/1810.10147},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.10147},
  eprinttype    = {arXiv},
  eprint       = {1810.10147},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-10147.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12387,
  author       = {Yihong Gu and
                  Jun Yan and
                  Hao Zhu and
                  Zhiyuan Liu and
                  Ruobing Xie and
                  Maosong Sun and
                  Fen Lin and
                  Leyu Lin},
  title        = {Language Modeling with Sparse Product of Sememe Experts},
  journal      = {CoRR},
  volume       = {abs/1810.12387},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.12387},
  eprinttype    = {arXiv},
  eprint       = {1810.12387},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-12387.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02338,
  author       = {Jiaxin Shi and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {Learning to Embed Sentences Using Attentive Recursive Trees},
  journal      = {CoRR},
  volume       = {abs/1811.02338},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.02338},
  eprinttype    = {arXiv},
  eprint       = {1811.02338},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-02338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02394,
  author       = {Jiaxin Shi and
                  Chen Liang and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {DeepChannel: Salience Estimation by Contrastive Learning for Extractive
                  Document Summarization},
  journal      = {CoRR},
  volume       = {abs/1811.02394},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.02394},
  eprinttype    = {arXiv},
  eprint       = {1811.02394},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-02394.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04175,
  author       = {Changhe Song and
                  Cunchao Tu and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{CED:} Credible Early Detection of Social Media Rumors},
  journal      = {CoRR},
  volume       = {abs/1811.04175},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.04175},
  eprinttype    = {arXiv},
  eprint       = {1811.04175},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-04175.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04588,
  author       = {Xin Lv and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  title        = {Differentiating Concepts and Instances for Knowledge Graph Embedding},
  journal      = {CoRR},
  volume       = {abs/1811.04588},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.04588},
  eprinttype    = {arXiv},
  eprint       = {1811.04588},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-04588.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08603,
  author       = {Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu},
  title        = {Neural Collective Entity Linking},
  journal      = {CoRR},
  volume       = {abs/1811.08603},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.08603},
  eprinttype    = {arXiv},
  eprint       = {1811.08603},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-08603.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10776,
  author       = {Yixin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Chengjiang Li and
                  Xu Chen and
                  Tiansi Dong},
  title        = {Joint Representation Learning of Cross-lingual Words and Entities
                  via Attentive Distant Supervision},
  journal      = {CoRR},
  volume       = {abs/1811.10776},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.10776},
  eprinttype    = {arXiv},
  eprint       = {1811.10776},
  timestamp    = {Wed, 09 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-10776.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08434,
  author       = {Jie Zhou and
                  Ganqu Cui and
                  Zhengyan Zhang and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Graph Neural Networks: {A} Review of Methods and Applications},
  journal      = {CoRR},
  volume       = {abs/1812.08434},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08434},
  eprinttype    = {arXiv},
  eprint       = {1812.08434},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08434.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08933,
  author       = {Cheng Yang and
                  Maosong Sun and
                  Haoran Liu and
                  Shiyi Han and
                  Zhiyuan Liu and
                  Huanbo Luan},
  title        = {Neural Diffusion Model for Microscopic Cascade Prediction},
  journal      = {CoRR},
  volume       = {abs/1812.08933},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08933},
  eprinttype    = {arXiv},
  eprint       = {1812.08933},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08933.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08972,
  author       = {Zhengyan Zhang and
                  Cheng Yang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Zhichong Fang and
                  Bo Zhang and
                  Leyu Lin},
  title        = {{COSINE:} Compressive Network Embedding on Large-scale Information
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1812.08972},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08972},
  eprinttype    = {arXiv},
  eprint       = {1812.08972},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10901,
  author       = {Yankai Lin and
                  Xu Han and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Knowledge Representation Learning: {A} Quantitative Review},
  journal      = {CoRR},
  volume       = {abs/1812.10901},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.10901},
  eprinttype    = {arXiv},
  eprint       = {1812.10901},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-10901.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/AyanaSLTZLS17,
  author       = {Ayana and
                  Shiqi Shen and
                  Yankai Lin and
                  Cun{-}Chao Tu and
                  Yu Zhao and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Recent Advances on Neural Headline Generation},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {32},
  number       = {4},
  pages        = {768--784},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11390-017-1758-3},
  doi          = {10.1007/S11390-017-1758-3},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcst/AyanaSLTZLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/YangCLS17,
  author       = {Liner Yang and
                  Xinxiong Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Improving Word Representations with Document Labels},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {25},
  number       = {4},
  pages        = {863--870},
  year         = {2017},
  url          = {https://doi.org/10.1109/TASLP.2017.2658019},
  doi          = {10.1109/TASLP.2017.2658019},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taslp/YangCLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/TuLLS17,
  author       = {Cunchao Tu and
                  Zhiyuan Liu and
                  Huanbo Luan and
                  Maosong Sun},
  title        = {{PRISM:} Profession Identification in Social Media},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {8},
  number       = {6},
  pages        = {81:1--81:16},
  year         = {2017},
  url          = {https://doi.org/10.1145/3070665},
  doi          = {10.1145/3070665},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/TuLLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/YangSZLC17,
  author       = {Cheng Yang and
                  Maosong Sun and
                  Wayne Xin Zhao and
                  Zhiyuan Liu and
                  Edward Y. Chang},
  title        = {A Neural Network Approach to Jointly Modeling Social Networks and
                  Mobile Trajectories},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {35},
  number       = {4},
  pages        = {36:1--36:28},
  year         = {2017},
  url          = {https://doi.org/10.1145/3041658},
  doi          = {10.1145/3041658},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tois/YangSZLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LinLS17,
  author       = {Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Regina Barzilay and
                  Min{-}Yen Kan},
  title        = {Neural Relation Extraction with Multi-lingual Attention},
  booktitle    = {Proceedings of the 55th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
                  1: Long Papers},
  pages        = {34--43},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/P17-1004},
  doi          = {10.18653/V1/P17-1004},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LinLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TuLLS17,
  author       = {Cunchao Tu and
                  Han Liu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Regina Barzilay and
                  Min{-}Yen Kan},
  title        = {{CANE:} Context-Aware Network Embedding for Relation Modeling},
  booktitle    = {Proceedings of the 55th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
                  1: Long Papers},
  pages        = {1722--1731},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/P17-1158},
  doi          = {10.18653/V1/P17-1158},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/TuLLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NiuXLS17,
  author       = {Yilin Niu and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Regina Barzilay and
                  Min{-}Yen Kan},
  title        = {Improved Word Representation Learning with Sememes},
  booktitle    = {Proceedings of the 55th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
                  1: Long Papers},
  pages        = {2049--2058},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/P17-1187},
  doi          = {10.18653/V1/P17-1187},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/NiuXLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZengLLS17,
  author       = {Wenyuan Zeng and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Martha Palmer and
                  Rebecca Hwa and
                  Sebastian Riedel},
  title        = {Incorporating Relation Paths in Neural Relation Extraction},
  booktitle    = {Proceedings of the 2017 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
                  9-11, 2017},
  pages        = {1768--1777},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/d17-1186},
  doi          = {10.18653/V1/D17-1186},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ZengLLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TuZLS17,
  author       = {Cunchao Tu and
                  Zhengyan Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Carles Sierra},
  title        = {TransNet: Translation-Based Network Representation Learning for Social
                  Relation Extraction},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {2864--2870},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/399},
  doi          = {10.24963/IJCAI.2017/399},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/TuZLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieLLS17,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Huanbo Luan and
                  Maosong Sun},
  editor       = {Carles Sierra},
  title        = {Image-embodied Knowledge Representation Learning},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {3140--3146},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/438},
  doi          = {10.24963/IJCAI.2017/438},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XieLLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangSLT17,
  author       = {Cheng Yang and
                  Maosong Sun and
                  Zhiyuan Liu and
                  Cunchao Tu},
  editor       = {Carles Sierra},
  title        = {Fast Network Embedding Enhancement via High Order Proximity Approximation},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {3894--3900},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/544},
  doi          = {10.24963/IJCAI.2017/544},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/YangSLT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieYLS17,
  author       = {Ruobing Xie and
                  Xingchi Yuan and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Carles Sierra},
  title        = {Lexical Sememe Prediction via Word Embeddings and Matrix Factorization},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {4200--4206},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/587},
  doi          = {10.24963/IJCAI.2017/587},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XieYLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuXLS17,
  author       = {Hao Zhu and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Carles Sierra},
  title        = {Iterative Entity Alignment via Joint Knowledge Embeddings},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {4258--4264},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/595},
  doi          = {10.24963/IJCAI.2017/595},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ZhuXLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/CaoSLLL17,
  author       = {Yixin Cao and
                  Jiaxin Shi and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Chengjiang Li},
  editor       = {Greg Kondrak and
                  Taro Watanabe},
  title        = {On Modeling Sense Relatedness in Multi-prototype Word Embedding},
  booktitle    = {Proceedings of the Eighth International Joint Conference on Natural
                  Language Processing, {IJCNLP} 2017, Taipei, Taiwan, November 27 -
                  December 1, 2017 - Volume 1: Long Papers},
  pages        = {233--242},
  publisher    = {Asian Federation of Natural Language Processing},
  year         = {2017},
  url          = {https://aclanthology.org/I17-1024/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/CaoSLLL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiongDCLP17,
  author       = {Chenyan Xiong and
                  Zhuyun Dai and
                  Jamie Callan and
                  Zhiyuan Liu and
                  Russell Power},
  editor       = {Noriko Kando and
                  Tetsuya Sakai and
                  Hideo Joho and
                  Hang Li and
                  Arjen P. de Vries and
                  Ryen W. White},
  title        = {End-to-End Neural Ad-hoc Ranking with Kernel Pooling},
  booktitle    = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Shinjuku, Tokyo,
                  Japan, August 7-11, 2017},
  pages        = {55--64},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077136.3080809},
  doi          = {10.1145/3077136.3080809},
  timestamp    = {Tue, 06 Nov 2018 11:07:22 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/XiongDCLP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieLS17,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Does William Shakespeare {REALLY} Write Hamlet? Knowledge Representation
                  Learning with Confidence},
  journal      = {CoRR},
  volume       = {abs/1705.03202},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.03202},
  eprinttype    = {arXiv},
  eprint       = {1705.03202},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XieLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongDCLP17,
  author       = {Chenyan Xiong and
                  Zhuyun Dai and
                  Jamie Callan and
                  Zhiyuan Liu and
                  Russell Power},
  title        = {End-to-End Neural Ad-hoc Ranking with Kernel Pooling},
  journal      = {CoRR},
  volume       = {abs/1706.06613},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.06613},
  eprinttype    = {arXiv},
  eprint       = {1706.06613},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XiongDCLP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiaHSHLLY16,
  author       = {Jia Jia and
                  Jie Huang and
                  Guangyao Shen and
                  Tao He and
                  Zhiyuan Liu and
                  Huan{-}Bo Luan and
                  Chao Yan},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Learning to Appreciate the Aesthetic Effects of Clothing},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1216--1222},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10158},
  doi          = {10.1609/AAAI.V30I1.10158},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JiaHSHLLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieLJLS16,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Jia Jia and
                  Huanbo Luan and
                  Maosong Sun},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Representation Learning of Knowledge Graphs with Entity Descriptions},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {2659--2665},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10329},
  doi          = {10.1609/AAAI.V30I1.10329},
  timestamp    = {Sat, 21 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XieLJLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LinSLLS16,
  author       = {Yankai Lin and
                  Shiqi Shen and
                  Zhiyuan Liu and
                  Huanbo Luan and
                  Maosong Sun},
  title        = {Neural Relation Extraction with Selective Attention over Instances},
  booktitle    = {Proceedings of the 54th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
                  1: Long Papers},
  publisher    = {The Association for Computer Linguistics},
  year         = {2016},
  url          = {https://doi.org/10.18653/v1/p16-1200},
  doi          = {10.18653/V1/P16-1200},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LinSLLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangCML16,
  author       = {Linlin Wang and
                  Zhu Cao and
                  Gerard de Melo and
                  Zhiyuan Liu},
  title        = {Relation Classification via Multi-Level Attention CNNs},
  booktitle    = {Proceedings of the 54th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
                  1: Long Papers},
  publisher    = {The Association for Computer Linguistics},
  year         = {2016},
  url          = {https://doi.org/10.18653/v1/p16-1123},
  doi          = {10.18653/V1/P16-1123},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/WangCML16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenSTLL16,
  author       = {Huimin Chen and
                  Maosong Sun and
                  Cunchao Tu and
                  Yankai Lin and
                  Zhiyuan Liu},
  editor       = {Jian Su and
                  Xavier Carreras and
                  Kevin Duh},
  title        = {Neural Sentiment Classification with User and Product Attention},
  booktitle    = {Proceedings of the 2016 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
                  2016},
  pages        = {1650--1659},
  publisher    = {The Association for Computational Linguistics},
  year         = {2016},
  url          = {https://doi.org/10.18653/v1/d16-1171},
  doi          = {10.18653/V1/D16-1171},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ChenSTLL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LinLS16,
  author       = {Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Subbarao Kambhampati},
  title        = {Knowledge Representation Learning with Entities, Attributes and Relations},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2866--2872},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/407},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LinLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieLS16,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Subbarao Kambhampati},
  title        = {Representation Learning of Knowledge Graphs with Hierarchical Types},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2965--2971},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/421},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XieLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TuZLS16,
  author       = {Cunchao Tu and
                  Weicheng Zhang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Subbarao Kambhampati},
  title        = {Max-Margin DeepWalk: Discriminative Learning of Network Representation},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {3889--3895},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/547},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/TuZLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeinrichWWXLL16,
  author       = {Stefan Heinrich and
                  Cornelius Weber and
                  Stefan Wermter and
                  Ruobing Xie and
                  Yankai Lin and
                  Zhiyuan Liu},
  editor       = {Tarek Richard Besold and
                  Antoine Bordes and
                  Artur S. d'Avila Garcez and
                  Greg Wayne},
  title        = {Crossmodal Language Grounding, Learning, and Teaching},
  booktitle    = {Proceedings of the Workshop on Cognitive Computation: Integrating
                  neural and symbolic approaches 2016 co-located with the 30th Annual
                  Conference on Neural Information Processing Systems {(NIPS} 2016),
                  Barcelona, Spain, December 9, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1773},
  publisher    = {CEUR-WS.org},
  year         = {2016},
  url          = {https://ceur-ws.org/Vol-1773/CoCoNIPS\_2016\_paper5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:16 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HeinrichWWXLL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cncl/2016,
  editor       = {Maosong Sun and
                  Xuanjing Huang and
                  Hongfei Lin and
                  Zhiyuan Liu and
                  Yang Liu},
  title        = {Chinese Computational Linguistics and Natural Language Processing
                  Based on Naturally Annotated Big Data - 15th China National Conference,
                  {CCL} 2016, and 4th International Symposium, {NLP-NABD} 2016, Yantai,
                  China, October 15-16, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10035},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47674-2},
  doi          = {10.1007/978-3-319-47674-2},
  isbn         = {978-3-319-47673-5},
  timestamp    = {Fri, 16 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cncl/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AyanaSLS16,
  author       = {Ayana and
                  Shiqi Shen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Neural Headline Generation with Minimum Risk Training},
  journal      = {CoRR},
  volume       = {abs/1604.01904},
  year         = {2016},
  url          = {http://arxiv.org/abs/1604.01904},
  eprinttype    = {arXiv},
  eprint       = {1604.01904},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AyanaSLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangSZLC16,
  author       = {Cheng Yang and
                  Maosong Sun and
                  Wayne Xin Zhao and
                  Zhiyuan Liu and
                  Edward Y. Chang},
  title        = {A Neural Network Approach to Joint Modeling Social Networks and Mobile
                  Trajectories},
  journal      = {CoRR},
  volume       = {abs/1606.08154},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.08154},
  eprinttype    = {arXiv},
  eprint       = {1606.08154},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YangSZLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWALS16,
  author       = {Lei Xu and
                  Ziyun Wang and
                  Ayana and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Topic Sensitive Neural Headline Generation},
  journal      = {CoRR},
  volume       = {abs/1608.05777},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.05777},
  eprinttype    = {arXiv},
  eprint       = {1608.05777},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuWALS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieLCLS16,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Huan{-}Bo Luan and
                  Maosong Sun},
  title        = {Image-embodied Knowledge Representation Learning},
  journal      = {CoRR},
  volume       = {abs/1609.07028},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.07028},
  eprinttype    = {arXiv},
  eprint       = {1609.07028},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XieLCLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuXLS16,
  author       = {Jiawei Wu and
                  Ruobing Xie and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Knowledge Representation via Joint Learning of Sequential Text and
                  Knowledge Graphs},
  journal      = {CoRR},
  volume       = {abs/1609.07075},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.07075},
  eprinttype    = {arXiv},
  eprint       = {1609.07075},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WuXLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZengLLS16,
  author       = {Wenyuan Zeng and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Incorporating Relation Paths in Neural Relation Extraction},
  journal      = {CoRR},
  volume       = {abs/1609.07479},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.07479},
  eprinttype    = {arXiv},
  eprint       = {1609.07479},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZengLLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanLS16,
  author       = {Xu Han and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Joint Representation Learning of Text and Knowledge for Knowledge
                  Graph Completion},
  journal      = {CoRR},
  volume       = {abs/1611.04125},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.04125},
  eprinttype    = {arXiv},
  eprint       = {1611.04125},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HanLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuWZLS16,
  author       = {Cunchao Tu and
                  Hao Wang and
                  Xiangkai Zeng and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Community-enhanced Network Representation Learning for Network Analysis},
  journal      = {CoRR},
  volume       = {abs/1611.06645},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.06645},
  eprinttype    = {arXiv},
  eprint       = {1611.06645},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TuWZLS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieLYS16,
  author       = {Ruobing Xie and
                  Zhiyuan Liu and
                  Rui Yan and
                  Maosong Sun},
  title        = {Neural Emoji Recommendation in Dialogue Systems},
  journal      = {CoRR},
  volume       = {abs/1612.04609},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.04609},
  eprinttype    = {arXiv},
  eprint       = {1612.04609},
  timestamp    = {Wed, 31 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XieLYS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ChenLS15,
  author       = {Xinxiong Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Estimating translation probabilities for social tag suggestion},
  journal      = {Expert Syst. Appl.},
  volume       = {42},
  number       = {4},
  pages        = {1950--1959},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.eswa.2014.10.002},
  doi          = {10.1016/J.ESWA.2014.10.002},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ChenLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/TuLS15,
  author       = {Cun{-}Chao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Tag Correspondence Model for User Tag Suggestion},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {30},
  number       = {5},
  pages        = {1063--1072},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11390-015-1582-6},
  doi          = {10.1007/S11390-015-1582-6},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcst/TuLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LinLSLZ15,
  author       = {Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yang Liu and
                  Xuan Zhu},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Learning Entity and Relation Embeddings for Knowledge Graph Completion},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2181--2187},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9491},
  doi          = {10.1609/AAAI.V29I1.9491},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LinLSLZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoLS15,
  author       = {Yu Zhao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Phrase Type Sensitive Tensor Indexing Model for Semantic Composition},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2195--2202},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9492},
  doi          = {10.1609/AAAI.V29I1.9492},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhaoLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuLCS15,
  author       = {Yang Liu and
                  Zhiyuan Liu and
                  Tat{-}Seng Chua and
                  Maosong Sun},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Topical Word Embeddings},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2418--2424},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9522},
  doi          = {10.1609/AAAI.V29I1.9522},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiuLCS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShiLLS15,
  author       = {Tianze Shi and
                  Zhiyuan Liu and
                  Yang Liu and
                  Maosong Sun},
  title        = {Learning Cross-lingual Word Embeddings via Matrix Co-factorization},
  booktitle    = {Proceedings of the 53rd Annual Meeting of the Association for Computational
                  Linguistics and the 7th International Joint Conference on Natural
                  Language Processing of the Asian Federation of Natural Language Processing,
                  {ACL} 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers},
  pages        = {567--572},
  publisher    = {The Association for Computer Linguistics},
  year         = {2015},
  url          = {https://doi.org/10.3115/v1/p15-2093},
  doi          = {10.3115/V1/P15-2093},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ShiLLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinLLSRL15,
  author       = {Yankai Lin and
                  Zhiyuan Liu and
                  Huan{-}Bo Luan and
                  Maosong Sun and
                  Siwei Rao and
                  Song Liu},
  editor       = {Llu{\'{\i}}s M{\`{a}}rquez and
                  Chris Callison{-}Burch and
                  Jian Su and
                  Daniele Pighin and
                  Yuval Marton},
  title        = {Modeling Relation Paths for Representation Learning of Knowledge Bases},
  booktitle    = {Proceedings of the 2015 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
                  2015},
  pages        = {705--714},
  publisher    = {The Association for Computational Linguistics},
  year         = {2015},
  url          = {https://doi.org/10.18653/v1/d15-1082},
  doi          = {10.18653/V1/D15-1082},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LinLLSRL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuoLLS15,
  author       = {Hongyin Luo and
                  Zhiyuan Liu and
                  Huan{-}Bo Luan and
                  Maosong Sun},
  editor       = {Llu{\'{\i}}s M{\`{a}}rquez and
                  Chris Callison{-}Burch and
                  Jian Su and
                  Daniele Pighin and
                  Yuval Marton},
  title        = {Online Learning of Interpretable Word Embeddings},
  booktitle    = {Proceedings of the 2015 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
                  2015},
  pages        = {1687--1692},
  publisher    = {The Association for Computational Linguistics},
  year         = {2015},
  url          = {https://doi.org/10.18653/v1/d15-1196},
  doi          = {10.18653/V1/D15-1196},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LuoLLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenXLSL15,
  author       = {Xinxiong Chen and
                  Lei Xu and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Huan{-}Bo Luan},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Joint Learning of Character and Word Embeddings},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {1236--1242},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/178},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ChenXLSL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhaoLS15,
  author       = {Yu Zhao and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Representation Learning for Measuring Entity Relatedness with Rich
                  Information},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {1412--1418},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/203},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ZhaoLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangLZSC15,
  author       = {Cheng Yang and
                  Zhiyuan Liu and
                  Deli Zhao and
                  Maosong Sun and
                  Edward Y. Chang},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Network Representation Learning with Rich Text Information},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {2111--2117},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/299},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/YangLZSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smp/TuLS15,
  author       = {Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Xichun Zhang and
                  Maosong Sun and
                  Zhenyu Wang and
                  Xuanjing Huang},
  title        = {{PRISM:} Profession Identification in Social Media with Personal Information
                  and Community Structure},
  booktitle    = {Social Media Processing - 4th National Conference, {SMP} 2015, Guangzhou,
                  China, November 16-17, 2015, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {568},
  pages        = {15--27},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-981-10-0080-5\_2},
  doi          = {10.1007/978-981-10-0080-5\_2},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/smp/TuLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cncl/2015,
  editor       = {Maosong Sun and
                  Zhiyuan Liu and
                  Min Zhang and
                  Yang Liu},
  title        = {Chinese Computational Linguistics and Natural Language Processing
                  Based on Naturally Annotated Big Data - 14th China National Conference,
                  {CCL} 2015 and Third International Symposium, {NLP-NABD} 2015, Guangzhou,
                  China, November 13-14, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9427},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25816-4},
  doi          = {10.1007/978-3-319-25816-4},
  isbn         = {978-3-319-25815-7},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cncl/2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangL15,
  author       = {Cheng Yang and
                  Zhiyuan Liu},
  title        = {Comprehend DeepWalk as Matrix Factorization},
  journal      = {CoRR},
  volume       = {abs/1501.00358},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.00358},
  eprinttype    = {arXiv},
  eprint       = {1501.00358},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YangL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LinLS15,
  author       = {Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Modeling Relation Paths for Representation Learning of Knowledge Bases},
  journal      = {CoRR},
  volume       = {abs/1506.00379},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.00379},
  eprinttype    = {arXiv},
  eprint       = {1506.00379},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LinLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouSLL15a,
  author       = {Chunting Zhou and
                  Chonglin Sun and
                  Zhiyuan Liu and
                  Francis C. M. Lau},
  title        = {Category Enhanced Word Embedding},
  journal      = {CoRR},
  volume       = {abs/1511.08629},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.08629},
  eprinttype    = {arXiv},
  eprint       = {1511.08629},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhouSLL15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouSLL15b,
  author       = {Chunting Zhou and
                  Chonglin Sun and
                  Zhiyuan Liu and
                  Francis C. M. Lau},
  title        = {A {C-LSTM} Neural Network for Text Classification},
  journal      = {CoRR},
  volume       = {abs/1511.08630},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.08630},
  eprinttype    = {arXiv},
  eprint       = {1511.08630},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhouSLL15b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEwisa/KuangLSYM14,
  author       = {Chong Kuang and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Feng Yu and
                  Pengfei Ma},
  title        = {Quantifying Chinese Happiness via Large-Scale Microblogging Data},
  booktitle    = {11th Web Information System and Application Conference, {WISA} 2014,
                  Tianjin, China, September 12-14, 2014},
  pages        = {227--230},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/WISA.2014.48},
  doi          = {10.1109/WISA.2014.48},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEwisa/KuangLSYM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FanZZLZC14,
  author       = {Miao Fan and
                  Deli Zhao and
                  Qiang Zhou and
                  Zhiyuan Liu and
                  Thomas Fang Zheng and
                  Edward Y. Chang},
  title        = {Distant Supervision for Relation Extraction with Matrix Completion},
  booktitle    = {Proceedings of the 52nd Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
                  1: Long Papers},
  pages        = {839--849},
  publisher    = {The Association for Computer Linguistics},
  year         = {2014},
  url          = {https://doi.org/10.3115/v1/p14-1079},
  doi          = {10.3115/V1/P14-1079},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/FanZZLZC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/KuangTLS14,
  author       = {Chong Kuang and
                  Jiayu Tang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Paolo Paolini and
                  Franca Garzotto},
  title        = {ImgWordle: image and text visualization for events in microblogging
                  services},
  booktitle    = {International Working Conference on Advanced Visual Interfaces, {AVI}
                  2014, Como, Italy, May 27-29, 2014},
  pages        = {371--372},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2598153.2600041},
  doi          = {10.1145/2598153.2600041},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/avi/KuangTLS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenLS14,
  author       = {Xinxiong Chen and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Alessandro Moschitti and
                  Bo Pang and
                  Walter Daelemans},
  title        = {A Unified Model for Word Sense Representation and Disambiguation},
  booktitle    = {Proceedings of the 2014 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
                  {A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
  pages        = {1025--1035},
  publisher    = {{ACL}},
  year         = {2014},
  url          = {https://doi.org/10.3115/v1/d14-1110},
  doi          = {10.3115/V1/D14-1110},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ChenLS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/LiSL14,
  author       = {Li Li and
                  Maosong Sun and
                  Zhiyuan Liu},
  title        = {Discriminating gender on Chinese microblog: {A} study of online behaviour,
                  writing style and preferred vocabulary},
  booktitle    = {10th International Conference on Natural Computation, {ICNC} 2014,
                  Xiamen, China, August 19-21, 2014},
  pages        = {812--817},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICNC.2014.6975942},
  doi          = {10.1109/ICNC.2014.6975942},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icnc/LiSL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smp/TuLS14,
  author       = {Cunchao Tu and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Heyan Huang and
                  Ting Liu and
                  Hua{-}Ping Zhang and
                  Jie Tang},
  title        = {Inferring Correspondences from Multiple Sources for Microblog User
                  Tags},
  booktitle    = {Social Media Processing - Third National Conference, {SMP} 2014, Beijing,
                  China, November 1-2, 2014. Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {489},
  pages        = {1--12},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-45558-6\_1},
  doi          = {10.1007/978-3-662-45558-6\_1},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smp/TuLS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanZZLZC14,
  author       = {Miao Fan and
                  Deli Zhao and
                  Qiang Zhou and
                  Zhiyuan Liu and
                  Thomas Fang Zheng and
                  Edward Y. Chang},
  title        = {Errata: Distant Supervision for Relation Extraction with Matrix Completion},
  journal      = {CoRR},
  volume       = {abs/1411.4455},
  year         = {2014},
  url          = {http://arxiv.org/abs/1411.4455},
  eprinttype    = {arXiv},
  eprint       = {1411.4455},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FanZZLZC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiL14,
  author       = {Tianze Shi and
                  Zhiyuan Liu},
  title        = {Linking GloVe with word2vec},
  journal      = {CoRR},
  volume       = {abs/1411.5595},
  year         = {2014},
  url          = {http://arxiv.org/abs/1411.5595},
  eprinttype    = {arXiv},
  eprint       = {1411.5595},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ShiL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/candc/WuFLLTPZ13,
  author       = {Jiayu Wu and
                  Zhiyong Fu and
                  Zhiyuan Liu and
                  Xu Lin and
                  Jiayu Tang and
                  Jiajia Pan and
                  Chen Zhao},
  editor       = {Yukari Nagai and
                  Sam Ferguson},
  title        = {Creating reflections in public emotion visualization: prototype exploration
                  on traffic theme},
  booktitle    = {Creativity and Cognition 2013, C{\&}C '13, Sydney, NSW, Australia,
                  June 17-20, 2013},
  pages        = {357--361},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2466627.2466671},
  doi          = {10.1145/2466627.2466671},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/candc/WuFLLTPZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/TangLS13,
  author       = {Jiayu Tang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Jianyong Wang and
                  Hui Xiong and
                  Yoshiharu Ishikawa and
                  Jianliang Xu and
                  Junfeng Zhou},
  title        = {Measuring and Visualizing Interest Similarity between Microblog Users},
  booktitle    = {Web-Age Information Management - 14th International Conference, {WAIM}
                  2013, Beidaihe, China, June 14-16, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7923},
  pages        = {478--489},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38562-9\_49},
  doi          = {10.1007/978-3-642-38562-9\_49},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/TangLS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/WangLLS13,
  author       = {Yan Wang and
                  Yankai Lin and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{THUNLP} at {TAC} {KBP} 2013 in Entity Linking},
  booktitle    = {Proceedings of the Sixth Text Analysis Conference, {TAC} 2013, Gaithersburg,
                  Maryland, USA, November 18-19, 2013},
  publisher    = {{NIST}},
  year         = {2013},
  url          = {https://tac.nist.gov/publications/2013/participant.papers/THUNLP.TAC2013.proceedings.pdf},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/tac/WangLLS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/LiuCS12,
  author       = {Zhiyuan Liu and
                  Xinxiong Chen and
                  Maosong Sun},
  title        = {Mining the interests of Chinese microbloggers via keyword extraction},
  journal      = {Frontiers Comput. Sci. China},
  volume       = {6},
  number       = {1},
  pages        = {76--87},
  year         = {2012},
  url          = {https://doi.org/10.1007/s11704-011-1174-8},
  doi          = {10.1007/S11704-011-1174-8},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fcsc/LiuCS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiLS12,
  author       = {Han Li and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Martin Kay and
                  Christian Boitet},
  title        = {Random Walks on Context-Aware Relation Graphs for Ranking Social Tags},
  booktitle    = {{COLING} 2012, 24th International Conference on Computational Linguistics,
                  Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai,
                  India},
  pages        = {653--662},
  publisher    = {Indian Institute of Technology Bombay},
  year         = {2012},
  url          = {https://aclanthology.org/C12-2064/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/LiLS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiangLS12,
  author       = {Chen Liang and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Martin Kay and
                  Christian Boitet},
  title        = {Expert Finding for Microblog Misinformation Identification},
  booktitle    = {{COLING} 2012, 24th International Conference on Computational Linguistics,
                  Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai,
                  India},
  pages        = {703--712},
  publisher    = {Indian Institute of Technology Bombay},
  year         = {2012},
  url          = {https://aclanthology.org/C12-2069/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/LiangLS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuTS12,
  author       = {Zhiyuan Liu and
                  Cunchao Tu and
                  Maosong Sun},
  editor       = {Martin Kay and
                  Christian Boitet},
  title        = {Tag Dispatch Model with Social Network Regularization for Microblog
                  User Tag Suggestion},
  booktitle    = {{COLING} 2012, 24th International Conference on Computational Linguistics,
                  Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai,
                  India},
  pages        = {755--764},
  publisher    = {Indian Institute of Technology Bombay},
  year         = {2012},
  url          = {https://aclanthology.org/C12-2074/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/LiuTS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuLS12,
  author       = {Zhiyuan Liu and
                  Chen Liang and
                  Maosong Sun},
  editor       = {Martin Kay and
                  Christian Boitet},
  title        = {Topical Word Trigger Model for Keyphrase Extraction},
  booktitle    = {{COLING} 2012, 24th International Conference on Computational Linguistics,
                  Proceedings of the Conference: Technical Papers, 8-15 December 2012,
                  Mumbai, India},
  pages        = {1715--1730},
  publisher    = {Indian Institute of Technology Bombay},
  year         = {2012},
  url          = {https://aclanthology.org/C12-1105/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/LiuLS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/WuFLPLLHCT12,
  author       = {Jiayu Wu and
                  Zhiyong Fu and
                  Zhiyuan Liu and
                  Jiajia Pan and
                  Huiling Long and
                  Xu Lin and
                  Haoqing He and
                  Xinxiong Chen and
                  Jiayu Tang},
  title        = {City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations},
  booktitle    = {2012 International Conference on Privacy, Security, Risk and Trust,
                  {PASSAT} 2012, and 2012 International Confernece on Social Computing,
                  SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012},
  pages        = {481--489},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/SocialCom-PASSAT.2012.40},
  doi          = {10.1109/SOCIALCOM-PASSAT.2012.40},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/socialcom/WuFLPLLHCT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talip/LiuZXSRZ11,
  author       = {Zhiyuan Liu and
                  Yabin Zheng and
                  Lixing Xie and
                  Maosong Sun and
                  Liyun Ru and
                  Yang Zhang},
  title        = {User Behaviors in Related Word Retrieval and New Word Detection: {A}
                  Collaborative Perspective},
  journal      = {{ACM} Trans. Asian Lang. Inf. Process.},
  volume       = {10},
  number       = {4},
  pages        = {20:1--20:26},
  year         = {2011},
  url          = {https://doi.org/10.1145/2025384.2025388},
  doi          = {10.1145/2025384.2025388},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/talip/LiuZXSRZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiuZCS11,
  author       = {Zhiyuan Liu and
                  Yuzhou Zhang and
                  Edward Y. Chang and
                  Maosong Sun},
  title        = {{PLDA+:} Parallel latent dirichlet allocation with data placement
                  and pipeline processing},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {2},
  number       = {3},
  pages        = {26:1--26:18},
  year         = {2011},
  url          = {https://doi.org/10.1145/1961189.1961198},
  doi          = {10.1145/1961189.1961198},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/LiuZCS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhengXLSZR11,
  author       = {Yabin Zheng and
                  Lixing Xie and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Yang Zhang and
                  Liyun Ru},
  title        = {Why Press Backspace? Understanding User Input Behaviors in Chinese
                  Pinyin Input Method},
  booktitle    = {The 49th Annual Meeting of the Association for Computational Linguistics:
                  Human Language Technologies, Proceedings of the Conference, 19-24
                  June, 2011, Portland, Oregon, {USA} - Short Papers},
  pages        = {485--490},
  publisher    = {The Association for Computer Linguistics},
  year         = {2011},
  url          = {https://aclanthology.org/P11-2085/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhengXLSZR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/LiuCZS11,
  author       = {Zhiyuan Liu and
                  Xinxiong Chen and
                  Yabin Zheng and
                  Maosong Sun},
  editor       = {Sharon Goldwater and
                  Christopher D. Manning},
  title        = {Automatic Keyphrase Extraction by Bridging Vocabulary Gap},
  booktitle    = {Proceedings of the Fifteenth Conference on Computational Natural Language
                  Learning, CoNLL 2011, Portland, Oregon, USA, June 23-24, 2011},
  pages        = {135--144},
  publisher    = {{ACL}},
  year         = {2011},
  url          = {https://aclanthology.org/W11-0316/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/conll/LiuCZS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuCS11,
  author       = {Zhiyuan Liu and
                  Xinxiong Chen and
                  Maosong Sun},
  title        = {A Simple Word Trigger Method for Social Tag Suggestion},
  booktitle    = {Proceedings of the 2011 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
                  Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
                  Interest Group of the {ACL}},
  pages        = {1577--1588},
  publisher    = {{ACL}},
  year         = {2011},
  url          = {https://aclanthology.org/D11-1146/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuCS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc/XieZLSW11,
  author       = {Lixing Xie and
                  Yabin Zheng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Can{-}Hui Wang},
  title        = {Extracting Chinese abbreviation-definition pairs from anchor texts},
  booktitle    = {International Conference on Machine Learning and Cybernetics, {ICMLC}
                  2011, Guilin, China, July 10-13, 2011, Proceedings},
  pages        = {1485--1491},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICMLC.2011.6016980},
  doi          = {10.1109/ICMLC.2011.6016980},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmlc/XieZLSW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/ZhaoHLS11,
  author       = {Yu Zhao and
                  Weipeng He and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {{THUNLP} at {TAC} {KBP} 2011 in Entity Linking},
  booktitle    = {Proceedings of the Fourth Text Analysis Conference, {TAC} 2011, Gaithersburg,
                  Maryland, USA, November 14-15, 2011},
  publisher    = {{NIST}},
  year         = {2011},
  url          = {https://tac.nist.gov/publications/2011/participant.papers/thunlp.proceedings.pdf},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/tac/ZhaoHLS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/SiLS10,
  author       = {Xiance Si and
                  Zhiyuan Liu and
                  Maosong Sun},
  title        = {Modeling Social Annotations via Latent Reason Identification},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {25},
  number       = {6},
  pages        = {42--49},
  year         = {2010},
  url          = {https://doi.org/10.1109/MIS.2010.148},
  doi          = {10.1109/MIS.2010.148},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/expert/SiLS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhengLX10,
  author       = {Yabin Zheng and
                  Zhiyuan Liu and
                  Lixing Xie},
  title        = {Growing Related Words from Seed via User Behaviors: {A} Re-Ranking
                  Based Approach},
  booktitle    = {{ACL} 2010, Proceedings of the 48th Annual Meeting of the Association
                  for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden,
                  Student Research Workshop},
  pages        = {49--54},
  publisher    = {The Association for Computer Linguistics},
  year         = {2010},
  url          = {https://aclanthology.org/P10-3009/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhengLX10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/LiuSS10,
  author       = {Zhiyuan Liu and
                  Chuan Shi and
                  Maosong Sun},
  editor       = {Pu{-}Jen Cheng and
                  Min{-}Yen Kan and
                  Wai Lam and
                  Preslav Nakov},
  title        = {FolkDiffusion: {A} Graph-Based Tag Suggestion Method for Folksonomies},
  booktitle    = {Information Retrieval Technology - 6th Asia Information Retrieval
                  Societies Conference, {AIRS} 2010, Taipei, Taiwan, December 1-3, 2010.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6458},
  pages        = {231--240},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-17187-1\_22},
  doi          = {10.1007/978-3-642-17187-1\_22},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/airs/LiuSS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/LiuS10,
  author       = {Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Pu{-}Jen Cheng and
                  Min{-}Yen Kan and
                  Wai Lam and
                  Preslav Nakov},
  title        = {Domain-Specific Term Rankings Using Topic Models},
  booktitle    = {Information Retrieval Technology - 6th Asia Information Retrieval
                  Societies Conference, {AIRS} 2010, Taipei, Taiwan, December 1-3, 2010.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6458},
  pages        = {454--465},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-17187-1\_44},
  doi          = {10.1007/978-3-642-17187-1\_44},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/airs/LiuS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SiLS10,
  author       = {Xiance Si and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Chu{-}Ren Huang and
                  Dan Jurafsky},
  title        = {Explore the Structure of Social Tags by Subsumption Relations},
  booktitle    = {{COLING} 2010, 23rd International Conference on Computational Linguistics,
                  Proceedings of the Conference, 23-27 August 2010, Beijing, China},
  pages        = {1011--1019},
  publisher    = {Tsinghua University Press},
  year         = {2010},
  url          = {https://aclanthology.org/C10-1114/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/SiLS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuHZS10,
  author       = {Zhiyuan Liu and
                  Wenyi Huang and
                  Yabin Zheng and
                  Maosong Sun},
  title        = {Automatic Keyphrase Extraction via Topic Decomposition},
  booktitle    = {Proceedings of the 2010 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
                  Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
                  Group of the {ACL}},
  pages        = {366--376},
  publisher    = {{ACL}},
  year         = {2010},
  url          = {https://aclanthology.org/D10-1036/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuHZS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/ZhengLTS09,
  author       = {Yabin Zheng and
                  Zhiyuan Liu and
                  Shaohua Teng and
                  Maosong Sun},
  editor       = {Gary Geunbae Lee and
                  Dawei Song and
                  Chin{-}Yew Lin and
                  Akiko N. Aizawa and
                  Kazuko Kuriyama and
                  Masaharu Yoshioka and
                  Tetsuya Sakai},
  title        = {Efficient Text Classification Using Term Projection},
  booktitle    = {Information Retrieval Technology, 5th Asia Information Retrieval Symposium,
                  {AIRS} 2009, Sapporo, Japan, October 21-23, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5839},
  pages        = {230--241},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04769-5\_20},
  doi          = {10.1007/978-3-642-04769-5\_20},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/airs/ZhengLTS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuLZS09,
  author       = {Zhiyuan Liu and
                  Peng Li and
                  Yabin Zheng and
                  Maosong Sun},
  title        = {Clustering to Find Exemplar Terms for Keyphrase Extraction},
  booktitle    = {Proceedings of the 2009 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2009, 6-7 August 2009, Singapore, {A}
                  meeting of SIGDAT, a Special Interest Group of the {ACL}},
  pages        = {257--266},
  publisher    = {{ACL}},
  year         = {2009},
  url          = {https://aclanthology.org/D09-1027/},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiuLZS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhengLSRZ09,
  author       = {Yabin Zheng and
                  Zhiyuan Liu and
                  Maosong Sun and
                  Liyun Ru and
                  Yang Zhang},
  editor       = {Craig Boutilier},
  title        = {Incorporating User Behaviors in New Word Detection},
  booktitle    = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
                  on Artificial Intelligence, Pasadena, California, USA, July 11-17,
                  2009},
  pages        = {2101--2106},
  year         = {2009},
  url          = {http://ijcai.org/Proceedings/09/Papers/346.pdf},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ZhengLSRZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuZS09,
  author       = {Zhiyuan Liu and
                  Yabin Zheng and
                  Maosong Sun},
  editor       = {Thanaruk Theeramunkong and
                  Boonserm Kijsirikul and
                  Nick Cercone and
                  Tu Bao Ho},
  title        = {Quantifying Asymmetric Semantic Relations from Query Logs by Resource
                  Allocation},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
                  Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5476},
  pages        = {254--265},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01307-2\_25},
  doi          = {10.1007/978-3-642-01307-2\_25},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/LiuZS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SiLLJS09,
  author       = {Xiance Si and
                  Zhiyuan Liu and
                  Peng Li and
                  Qixia Jiang and
                  Maosong Sun},
  title        = {Content-based and Graph-based Tag Suggestion},
  booktitle    = {Proceedings of {ECML} {PKDD} (The European Conference on Machine Learning
                  and Principles and Practice of Knowledge Discovery in Databases) Discovery
                  Challenge 2009, Bled, Slovenia, September 7, 2009},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {497},
  publisher    = {CEUR-WS.org},
  year         = {2009},
  url          = {https://ceur-ws.org/Vol-497/paper\_14.pdf},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SiLLJS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ZhengT0S08,
  author       = {Yabin Zheng and
                  Shaohua Teng and
                  Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Maozu Guo and
                  Liang Zhao and
                  Lipo Wang},
  title        = {Text Classification Based on Transfer Learning and Self-Training},
  booktitle    = {Fourth International Conference on Natural Computation, {ICNC} 2008,
                  Jinan, Shandong, China, 18-20 October 2008, Volume 3},
  pages        = {363--367},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICNC.2008.498},
  doi          = {10.1109/ICNC.2008.498},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icnc/ZhengT0S08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuS08,
  author       = {Zhiyuan Liu and
                  Maosong Sun},
  editor       = {Jinpeng Huai and
                  Robin Chen and
                  Hsiao{-}Wuen Hon and
                  Yunhao Liu and
                  Wei{-}Ying Ma and
                  Andrew Tomkins and
                  Xiaodong Zhang},
  title        = {Asymmetrical query recommendation method based on bipartite network
                  resource allocation},
  booktitle    = {Proceedings of the 17th International Conference on World Wide Web,
                  {WWW} 2008, Beijing, China, April 21-25, 2008},
  pages        = {1049--1050},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1367497.1367650},
  doi          = {10.1145/1367497.1367650},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/LiuS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}