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Maosong Sun 0001

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affiliation: Tsinghua University, Department of Computer Science and Technology, Beijing, China
affiliation (PhD 2004): City University of Hong Kong

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2025
[j73]
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Xinrong Zhang, Shengding Hu, Weilin Zhao, Huadong Wang, Xu Han, Chaoqun He, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Optimal RoPE extension via Bayesian Optimization for training-free length generalization. AI Open 6: 1-11 (2025)
[j72]
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Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun:
Tool Learning with Foundation Models. ACM Comput. Surv. 57(4): 101:1-101:40 (2025)
[c345]
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Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun:
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. COLING 2025: 2626-2644
[c344]
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Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun:
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips. COLING 2025: 6201-6211
[e14]
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Maosong Sun, Jiye Liang, Xianpei Han, Zhiyuan Liu, Yulan He, Gaoqi Rao, Yubo Chen, Zhiliang Tian:
Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings. Lecture Notes in Computer Science 14761, Springer 2025, ISBN 978-981-97-8366-3 [contents]
[i317]
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  - journals/corr/abs-2501-05767
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You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun:
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. CoRR abs/2501.05767 (2025)
[i316]
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  - journals/corr/abs-2501-06598
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Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Wanxiang Che, Zhiyuan Liu, Maosong Sun:
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. CoRR abs/2501.06598 (2025)
[i315]
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  - journals/corr/abs-2501-07071
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Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, Xing Xie:
Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values. CoRR abs/2501.07071 (2025)
[i314]
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  - journals/corr/abs-2501-11858
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Zhili Cheng, Yuge Tu, Ran Li, Shiqi Dai, Jinyi Hu, Shengding Hu, Jiahao Li, Yang Shi, Tianyu Yu, Weize Chen, Lei Shi, Maosong Sun:
EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents. CoRR abs/2501.11858 (2025)
[i313]
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  - journals/corr/abs-2502-01456
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Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixin Xu, Weize Chen, Jiarui Yuan, Huayu Chen, Kaiyan Zhang, Xingtai Lv, Shuo Wang, Yuan Yao, Xu Han, Hao Peng, Yu Cheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou, Ning Ding:
Process Reinforcement through Implicit Rewards. CoRR abs/2502.01456 (2025)
[i312]
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  - journals/corr/abs-2502-07340
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Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun:
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering. CoRR abs/2502.07340 (2025)
[i311]
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  - journals/corr/abs-2502-10362
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Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun:
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages. CoRR abs/2502.10362 (2025)
[i310]
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  - journals/corr/abs-2502-11380
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Zhu Liu, Ying Liu, Kangyang Luo, Cunliang Kong, Maosong Sun:
Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales. CoRR abs/2502.11380 (2025)
[i309]
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  - journals/corr/abs-2502-11471
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Kangyang Luo, Yuzhuo Bai, Cheng Gao, Shuzheng Si, Yingli Shen, Zhu Liu, Zhitong Wang, Cunliang Kong, Wenhao Li, Yufei Huang, Ye Tian, Xuantang Xiong, Lei Han, Maosong Sun:
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion. CoRR abs/2502.11471 (2025)
[i308]
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  - journals/corr/abs-2502-11546
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Yingli Shen, Wen Lai, Shuo Wang, Xueren Zhang, Kangyang Luo, Alexander Fraser, Maosong Sun:
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection. CoRR abs/2502.11546 (2025)
[i307]
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  - journals/corr/abs-2502-12085
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Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun:
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. CoRR abs/2502.12085 (2025)
[i306]
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  - journals/corr/abs-2502-12974
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Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun:
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search. CoRR abs/2502.12974 (2025)
[i305]
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  - journals/corr/abs-2502-14752
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Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, Haojie Wang, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. CoRR abs/2502.14752 (2025)
[i304]
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  - journals/corr/abs-2502-14856
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Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Ao Sun, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jianyong Wang, Zhiyuan Liu, Maosong Sun:
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. CoRR abs/2502.14856 (2025)
[i303]
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  - journals/corr/abs-2502-15543
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Pengcheng Huang, Zhenghao Liu, Yukun Yan, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong:
PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning. CoRR abs/2502.15543 (2025)
[i302]
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  - journals/corr/abs-2502-17297
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Zhenghao Liu, Xingsheng Zhu, Tianshuo Zhou, Xinyi Zhang, Xiaoyuan Yi, Yukun Yan, Yu Gu, Ge Yu, Maosong Sun:
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts. CoRR abs/2502.17297 (2025)
[i301]
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  - journals/corr/abs-2502-17315
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Zhenghao Liu, Haolan Wang, Xinze Li, Qiushi Xiong, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Ge Yu, Maosong Sun:
HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization. CoRR abs/2502.17315 (2025)
[i300]
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  - journals/corr/abs-2502-18008
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Yashan Wang, Shangda Wu, Jianhuai Hu, Xingjian Du, Yueqi Peng, Yongxin Huang, Shuai Fan, Xiaobing Li, Feng Yu, Maosong Sun:
NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms. CoRR abs/2502.18008 (2025)
[i299]
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  - journals/corr/abs-2502-18407
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Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
AgentRM: Enhancing Agent Generalization with Reward Modeling. CoRR abs/2502.18407 (2025)
[i298]
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  - journals/corr/abs-2502-18817
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Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu:
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. CoRR abs/2502.18817 (2025)
[i297]
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  - journals/corr/abs-2502-18878
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Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Learning to Generate Structured Output with Schema Reinforcement Learning. CoRR abs/2502.18878 (2025)
[i296]
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  - journals/corr/abs-2503-09579
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Yingfa Chen, Yutong Wu, Xu Han, Zhiyuan Liu, Maosong Sun:
Cost-Optimal Grouped-Query Attention for Long-Context LLMs. CoRR abs/2503.09579 (2025)
[i295]
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  - journals/corr/abs-2503-12303
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Xiaoying Zhang, Da Peng, Yipeng Zhang, Zonghao Guo, Chengyue Wu, Chi Chen, Wei Ke, Helen Meng, Maosong Sun:
Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition. CoRR abs/2503.12303 (2025)
[i294]
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  - journals/corr/abs-2503-12797
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Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun:
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding. CoRR abs/2503.12797 (2025)
[i293]
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  - journals/corr/abs-2503-12811
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Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen:
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules. CoRR abs/2503.12811 (2025)
[i292]
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  - journals/corr/abs-2503-23733
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Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu:
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization. CoRR abs/2503.23733 (2025)
[i291]
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  - journals/corr/abs-2503-23771
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Fengxiang Wang, Hongzhen Wang, Mingshuo Chen, Di Wang, Yulin Wang, Zonghao Guo, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun:
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CoRR abs/2503.23771 (2025)
2024
[j71]
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  - journals/aiopen/YaoZZLCS24
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Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open 5: 30-38 (2024)
[j70]
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Chenyang Song, Zheni Zeng, Changyao Tian, Kuai Li, Yuan Yao, Suncong Zheng, Zhiyuan Liu, Maosong Sun:
Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature. AI Open 5: 104-114 (2024)
[j69]
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  - journals/ejasmp/WuYWLS24
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Shangda Wu, Yue Yang, Zhaowen Wang, Xiaobing Li, Maosong Sun:
Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density. EURASIP J. Audio Speech Music. Process. 2024(1): 4 (2024)
[j68]
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Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. 21(6): 1214 (2024)
[j67]
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Weize Chen, Xu Han, Yankai Lin, Kaichen He, Ruobing Xie, Jie Zhou, Zhiyuan Liu, Maosong Sun:
Hyperbolic Pre-Trained Language Model. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3101-3112 (2024)
[j66]
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Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou:
Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3631-3643 (2024)
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  - journals/tmlr/LiangTZQWC0L024
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Shihao Liang, Runchu Tian, Kunlun Zhu, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun:
Exploring Format Consistency for Instruction Tuning. Trans. Mach. Learn. Res. 2024 (2024)
[j64]
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Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Shuaiqi Liu, Maosong Sun:
Personality-affected Emotion Generation in Dialog Systems. ACM Trans. Inf. Syst. 42(5): 134:1-134:27 (2024)
[c343]
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  - conf/acl/QianHZDQCZZL0024
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Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. ACL (1) 2024: 1088-1113
[c342]
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Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun:
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems. ACL (1) 2024: 3828-3850
[c341]
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Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Haotian Hui, Weichuan Liu, Zhiyuan Liu, Maosong Sun:
DebugBench: Evaluating Debugging Capability of Large Language Models. ACL (Findings) 2024: 4173-4198
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Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, Yifei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun:
Experiential Co-Learning of Software-Developing Agents. ACL (1) 2024: 5628-5640
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Yufei Huang, Xu Han, Maosong Sun:
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection. ACL (1) 2024: 6262-6276
[c338]
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Fuwen Luo, Chi Chen, Zihao Wan, Zhaolu Kang, Qidong Yan, Yingjie Li, Xiaolong Wang, Siyu Wang, Ziyue Wang, Xiaoyue Mi, Peng Li, Ning Ma, Maosong Sun, Yang Liu:
CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models. ACL (1) 2024: 10639-10659
[c337]
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Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu:
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models. ACL (Findings) 2024: 11143-11156
[c336]
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Yuanchi Zhang, Yile Wang, Zijun Liu, Shuo Wang, Xiaolong Wang, Peng Li, Maosong Sun, Yang Liu:
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. ACL (1) 2024: 11189-11204
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Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion. ACL (1) 2024: 11229-11245
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Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Model Composition for Multimodal Large Language Models. ACL (1) 2024: 11246-11262
[c333]
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Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun:
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. ACL (Findings) 2024: 11789-11804
[c332]
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Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun:
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. ACL (1) 2024: 11929-11942
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Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun:
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. ACL (1) 2024: 12871-12882
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Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun:
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics. ACL (Findings) 2024: 14551-14558
[c329]
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Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun:
ChatDev: Communicative Agents for Software Development. ACL (1) 2024: 15174-15186
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Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun:
ınftyBench: Extending Long Context Evaluation Beyond 100K Tokens. ACL (1) 2024: 15262-15277
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Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu:
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models. ACL (1) 2024: 15880-15893
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Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou:
Empowering Private Tutoring by Chaining Large Language Models. CIKM 2024: 354-364
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Chaojun Xiao, Yutao Sun, Yuan Yao, Xu Han, Wenbin Zhang, Zhiyuan Liu, Maosong Sun:
Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training. LREC/COLING 2024: 7324-7335
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Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun:
Robust and Scalable Model Editing for Large Language Models. LREC/COLING 2024: 14157-14172
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Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun:
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. CVPR 2024: 13807-13816
[c322]
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Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Jie Zhou, Yunqi Ba, Jie Cai, Zhiyuan Liu, Maosong Sun:
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models. EMNLP 2024: 1401-1418
[c321]
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Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Zexu Sun, Bowen Sun, Huimin Chen, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. EMNLP 2024: 1437-1454
[c320]
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Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun:
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs. EMNLP 2024: 7086-7100
[c319]
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Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. EMNLP (Findings) 2024: 10626-10641
[c318]
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Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu:
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models. EMNLP 2024: 11543-11557
[c317]
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Weilin Zhao, Yuxiang Huang, Xu Han, Wang Xu, Chaojun Xiao, Xinrong Zhang, Yewei Fang, Kaihuo Zhang, Zhiyuan Liu, Maosong Sun:
Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding. EMNLP 2024: 13378-13393
[c316]
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  - conf/icassp/DuHSLS24
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Xinkai Du, Quanjie Han, Yalin Sun, Chao Lv, Maosong Sun:
Label Dependencies-Aware Set Prediction Networks for Multi-Label Text Classification. ICASSP 2024: 11206-11210
[c315]
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Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. ICLR 2024
[c314]
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Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun:
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. ICLR 2024
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Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Predicting Emergent Abilities with Infinite Resolution Evaluation. ICLR 2024
[c312]
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Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun:
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. ICLR 2024
[c311]
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Ganqu Cui, Lifan Yuan, Ning Ding, Guanming Yao, Bingxiang He, Wei Zhu, Yuan Ni, Guotong Xie, Ruobing Xie, Yankai Lin, Zhiyuan Liu, Maosong Sun:
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. ICML 2024
[c310]
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Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Exploring the Benefit of Activation Sparsity in Pre-training. ICML 2024
[c309]
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Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie:
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. IJCAI 2024: 8308-8316
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  - conf/ismir/WuWLY024
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Shangda Wu, Yashan Wang, Xiaobing Li, Feng Yu, Maosong Sun:
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing. ISMIR 2024: 642-650
[c307]
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Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Chuan Shi, Zhiyuan Liu, Maosong Sun, Cheng Yang:
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models. NeurIPS 2024
[c306]
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Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun:
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. NeurIPS 2024
[c305]
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Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun:
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory. NeurIPS 2024
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Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang:
scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis. RECOMB 2024: 479-482
[i290]
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  - journals/corr/abs-2401-04621
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Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Zhiyuan Liu, Maosong Sun:
DebugBench: Evaluating Debugging Capability of Large Language Models. CoRR abs/2401.04621 (2024)
[i289]
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  - journals/corr/abs-2401-13996
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Cheng Qian, Shihao Liang, Yujia Qin, Yining Ye, Xin Cong, Yankai Lin, Yesai Wu, Zhiyuan Liu, Maosong Sun:
Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution. CoRR abs/2401.13996 (2024)
[i288]
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  - journals/corr/abs-2402-03009
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Junjie Fang, Likai Tang, Hongzhe Bi, Yujia Qin, Si Sun, Zhenyu Li, Haolun Li, Yongjian Li, Xin Cong, Yukun Yan, Xiaodong Shi, Sen Song, Yankai Lin, Zhiyuan Liu, Maosong Sun:
UniMem: Towards a Unified View of Long-Context Large Language Models. CoRR abs/2402.03009 (2024)
[i287]
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Zhengyan Zhang, Yixin Song, Guanghui Yu, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Zeyu Mi, Maosong Sun:
ReLU² Wins: Discovering Efficient Activation Functions for Sparse LLMs. CoRR abs/2402.03804 (2024)
[i286]
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  - journals/corr/abs-2402-04588
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Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun:
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. CoRR abs/2402.04588 (2024)
[i285]
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Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun:
InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory. CoRR abs/2402.04617 (2024)
[i284]
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Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun:
Exploring Perceptual Limitation of Multimodal Large Language Models. CoRR abs/2402.07384 (2024)
[i283]
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Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. CoRR abs/2402.09205 (2024)
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Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun:
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. CoRR abs/2402.11453 (2024)
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Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun:
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. CoRR abs/2402.11455 (2024)
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Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion. CoRR abs/2402.12195 (2024)
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Yuanchi Zhang, Yile Wang, Zijun Liu, Shuo Wang, Xiaolong Wang, Peng Li, Maosong Sun, Yang Liu:
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. CoRR abs/2402.12204 (2024)
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Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Model Composition for Multimodal Large Language Models. CoRR abs/2402.12750 (2024)
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Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun:
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. CoRR abs/2402.13516 (2024)
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Yang Liu, Meng Xu, Shuo Wang, Liner Yang, Haoyu Wang, Zhenghao Liu, Cunliang Kong, Yun Chen, Yang Liu, Maosong Sun, Erhong Yang:
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models. CoRR abs/2402.13524 (2024)
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Fuwen Luo, Chi Chen, Zihao Wan, Zhaolu Kang, Qidong Yan, Yingjie Li, Xiaolong Wang, Siyu Wang, Ziyue Wang, Xiaoyue Mi, Peng Li, Ning Ma, Maosong Sun, Yang Liu:
CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models. CoRR abs/2402.13607 (2024)
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Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun:
∞Bench: Extending Long Context Evaluation Beyond 100K Tokens. CoRR abs/2402.13718 (2024)
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Weilin Zhao, Yuxiang Huang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Maosong Sun:
Ouroboros: Speculative Decoding with Large Model Enhanced Drafting. CoRR abs/2402.13720 (2024)
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  - journals/corr/abs-2402-14008
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Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun:
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems. CoRR abs/2402.14008 (2024)
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Yufei Huang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun:
Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition. CoRR abs/2402.15175 (2024)
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Jingsi Yu, Cunliang Kong, Liner Yang, Meishan Zhang, Lin Zhu, Yujie Wang, Haozhe Lin, Maosong Sun, Erhong Yang:
Cross-domain Chinese Sentence Pattern Parsing. CoRR abs/2402.16311 (2024)
[i269]
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  - journals/corr/abs-2402-16667
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Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun:
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation. CoRR abs/2402.16667 (2024)
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Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu:
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models. CoRR abs/2402.17226 (2024)
[i267]
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  - journals/corr/abs-2402-18439
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Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. CoRR abs/2402.18439 (2024)
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  - journals/corr/abs-2402-19085
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Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Jiexin Wang, Huimin Chen, Bowen Sun, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. CoRR abs/2402.19085 (2024)
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  - journals/corr/abs-2402-19155
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Shangda Wu, Xu Tan, Zili Wang, Rui Wang, Xiaobing Li, Maosong Sun:
Beyond Language Models: Byte Models are Digital World Simulators. CoRR abs/2402.19155 (2024)
[i264]
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  - journals/corr/abs-2403-01509
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Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun:
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics. CoRR abs/2403.01509 (2024)
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Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie:
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. CoRR abs/2403.04204 (2024)
[i262]
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  - journals/corr/abs-2403-07714
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Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu:
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models. CoRR abs/2403.07714 (2024)
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Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun:
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models. CoRR abs/2403.08281 (2024)
[i260]
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  - journals/corr/abs-2403-09347
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Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun, Shengnan Wang, Teng Su:
BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences. CoRR abs/2403.09347 (2024)
[i259]
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  - journals/corr/abs-2403-11703
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Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang:
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images. CoRR abs/2403.11703 (2024)
[i258]
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  - journals/corr/abs-2403-17431
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Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun:
Robust and Scalable Model Editing for Large Language Models. CoRR abs/2403.17431 (2024)
[i257]
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  - journals/corr/abs-2404-02078
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Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Jia Deng, Boji Shan, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun:
Advancing LLM Reasoning Generalists with Preference Trees. CoRR abs/2404.02078 (2024)
[i256]
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  - journals/corr/abs-2404-06395
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Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, Xinrong Zhang, Zhen Leng Thai, Kai Zhang, Chongyi Wang, Yuan Yao, Chenyang Zhao, Jie Zhou, Jie Cai, Zhongwu Zhai, Ning Ding, Chao Jia, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun:
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies. CoRR abs/2404.06395 (2024)
[i255]
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  - journals/corr/abs-2404-07229
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Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Shuaiqi Liu, Maosong Sun:
Personality-affected Emotion Generation in Dialog Systems. CoRR abs/2404.07229 (2024)
[i254]
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  - journals/corr/abs-2404-07584
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Chaoqun He, Renjie Luo, Shengding Hu, Yuanqian Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun:
UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs. CoRR abs/2404.07584 (2024)
[i253]
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  - journals/corr/abs-2404-12744
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Pablo Biedma, Xiaoyuan Yi, Linus Huang, Maosong Sun, Xing Xie:
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches. CoRR abs/2404.12744 (2024)
[i252]
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  - journals/corr/abs-2404-18243
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Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun:
LEGENT: Open Platform for Embodied Agents. CoRR abs/2404.18243 (2024)
[i251]
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  - journals/corr/abs-2405-04219
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Chen Qian, Jiahao Li, Yufan Dang, Wei Liu, Yifei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun:
Iterative Experience Refinement of Software-Developing Agents. CoRR abs/2405.04219 (2024)
[i250]
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Tianyu Yu, Haoye Zhang, Yuan Yao, Yunkai Dang, Da Chen, Xiaoman Lu, Ganqu Cui, Taiwen He, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. CoRR abs/2405.17220 (2024)
[i249]
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  - journals/corr/abs-2406-03488
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Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun:
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training. CoRR abs/2406.03488 (2024)
[i248]
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Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Scaling Large-Language-Model-based Multi-Agent Collaboration. CoRR abs/2406.07155 (2024)
[i247]
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  - journals/corr/abs-2406-08903
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Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun:
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. CoRR abs/2406.08903 (2024)
[i246]
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  - journals/corr/abs-2406-11317
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Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun:
GUICourse: From General Vision Language Models to Versatile GUI Agents. CoRR abs/2406.11317 (2024)
[i245]
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  - journals/corr/abs-2406-11721
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Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Huan-ang Gao, Huimin Chen, Zhiyuan Liu, Maosong Sun:
Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity. CoRR abs/2406.11721 (2024)
[i244]
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  - journals/corr/abs-2406-11933
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Fengxiang Wang, Hongzhen Wang, Di Wang, Zonghao Guo, Zhenyu Zhong, Long Lan, Jing Zhang, Zhiyuan Liu, Maosong Sun:
Scaling Efficient Masked Autoencoder Learning on Large Remote Sensing Dataset. CoRR abs/2406.11933 (2024)
[i243]
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  - journals/corr/abs-2406-15718
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Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu:
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models. CoRR abs/2406.15718 (2024)
[i242]
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  - journals/corr/abs-2407-02277
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Shangda Wu, Yashan Wang, Xiaobing Li, Feng Yu, Maosong Sun:
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing. CoRR abs/2407.02277 (2024)
[i241]
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  - journals/corr/abs-2407-07061
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Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. CoRR abs/2407.07061 (2024)
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Junhao Chen, Shengding Hu, Zhiyuan Liu, Maosong Sun:
States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly. CoRR abs/2407.11421 (2024)
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Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun:
PersLLM: A Personified Training Approach for Large Language Models. CoRR abs/2407.12393 (2024)
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Kunlun Zhu, Yifan Luo, Dingling Xu, Ruobing Wang, Shi Yu, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun:
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. CoRR abs/2408.01262 (2024)
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Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Huarong Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun:
MiniCPM-V: A GPT-4V Level MLLM on Your Phone. CoRR abs/2408.01800 (2024)
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Yufei Huang, Xu Han, Maosong Sun:
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection. CoRR abs/2408.06333 (2024)
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Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun:
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts. CoRR abs/2409.01011 (2024)
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  - journals/corr/abs-2409-02877
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Chaojun Xiao, Zhengyan Zhang, Chenyang Song, Dazhi Jiang, Feng Yao, Xu Han, Xiaozhi Wang, Shuo Wang, Yufei Huang, Guanyu Lin, Yingfa Chen, Weilin Zhao, Yuge Tu, Zexuan Zhong, Ao Zhang, Chenglei Si, Moo Khai Hao, Chenyang Zhao, Huimin Chen, Yankai Lin, Zhiyuan Liu, Jingbo Shang, Maosong Sun:
Configurable Foundation Models: Building LLMs from a Modular Perspective. CoRR abs/2409.02877 (2024)
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  - journals/corr/abs-2409-03512
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Jifan Yu, Zheyuan Zhang, Daniel Zhang-li, Shangqing Tu, Zhanxin Hao, Rui Miao Li, Haoxuan Li, Yuanchun Wang, Hanming Li, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Yisi Zhan, Chaojun Xiao, Xusheng Dai, Xuan Yan, Nianyi Lin, Nan Zhang, Ruixin Ni, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun:
From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. CoRR abs/2409.03512 (2024)
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Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Zhiyuan Liu, Chuan Shi, Maosong Sun, Cheng Yang:
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models. CoRR abs/2409.19667 (2024)
[i231]
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Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Exploring the Benefit of Activation Sparsity in Pre-training. CoRR abs/2410.03440 (2024)
[i230]
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Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Yunqi Ba, Jie Zhou, Jie Cai, Zhiyuan Liu, Maosong Sun:
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models. CoRR abs/2410.05639 (2024)
[i229]
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Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun:
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs. CoRR abs/2410.06581 (2024)
[i228]
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Yingfa Chen, Xinrong Zhang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun:
Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling. CoRR abs/2410.07145 (2024)
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Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. CoRR abs/2410.08115 (2024)
[i226]
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Ruobing Wang, Daren Zha, Shi Yu, Qingfei Zhao, Yuxuan Chen, Yixuan Wang, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun:
Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation. CoRR abs/2410.08821 (2024)
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Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Rongqiao An, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun:
LLM⨉MapReduce: Simplified Long-Sequence Processing using Large Language Models. CoRR abs/2410.09342 (2024)
[i224]
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Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. CoRR abs/2410.10594 (2024)
[i223]
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Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. CoRR abs/2410.12361 (2024)
[i222]
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  - journals/corr/abs-2410-13267
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Shangda Wu, Yashan Wang, Ruibin Yuan, Zhancheng Guo, Xu Tan, Ge Zhang, Monan Zhou, Jing Chen, Xuefeng Mu, Yuejie Gao, Yuanliang Dong, Jiafeng Liu, Xiaobing Li, Feng Yu, Maosong Sun:
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models. CoRR abs/2410.13267 (2024)
[i221]
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  - journals/corr/abs-2410-13509
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Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong:
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. CoRR abs/2410.13509 (2024)
[i220]
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  - journals/corr/abs-2410-15633
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Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun:
Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement. CoRR abs/2410.15633 (2024)
[i219]
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  - journals/corr/abs-2410-17584
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Yashan Wang, Shangda Wu, Xingjian Du, Maosong Sun:
Exploring Tokenization Methods for Multitrack Sheet Music Generation. CoRR abs/2410.17584 (2024)
[i218]
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  - journals/corr/abs-2411-02335
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Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chaojun Xiao, Zhiyuan Liu, Maosong Sun:
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity. CoRR abs/2411.02335 (2024)
[i217]
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  - journals/corr/abs-2411-03628
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Junming Lin, Zheng Fang, Chi Chen, Zihao Wan, Fuwen Luo, Peng Li, Yang Liu, Maosong Sun:
StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding. CoRR abs/2411.03628 (2024)
[i216]
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  - journals/corr/abs-2411-05451
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Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models. CoRR abs/2411.05451 (2024)
[i215]
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  - journals/corr/abs-2411-14279
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Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Mingjia Zhang, Baobao Chang:
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance. CoRR abs/2411.14279 (2024)
[i214]
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  - journals/corr/abs-2411-14790
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Zheni Zeng, Yuxuan Chen, Shi Yu, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
KBAlign: Efficient Self Adaptation on Specific Knowledge Bases. CoRR abs/2411.14790 (2024)
[i213]
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  - journals/corr/abs-2412-01423
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Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun:
A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Crosslinguistic Case Study of Supplementary Adverbs. CoRR abs/2412.01423 (2024)
[i212]
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  - journals/corr/abs-2412-04315
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Chaojun Xiao, Jie Cai, Weilin Zhao, Guoyang Zeng, Biyuan Lin, Jie Zhou, Zhi Zheng, Xu Han, Zhiyuan Liu, Maosong Sun:
Densing Law of LLMs. CoRR abs/2412.04315 (2024)
[i211]
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  - journals/corr/abs-2412-07720
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Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun:
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. CoRR abs/2412.07720 (2024)
[i210]
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  - journals/corr/abs-2412-13871
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Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Chi Chen, Jun Song, Bo Zheng, Yuan Yao, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer. CoRR abs/2412.13871 (2024)
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  - journals/corr/abs-2412-18800
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Xinkai Du, Quanjie Han, Chao Lv, Yan Liu, Yalin Sun, Hao Shu, Hongbo Shan, Maosong Sun:
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation. CoRR abs/2412.18800 (2024)
2023
[j63]
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Qinhong Zhou, Peng Li, Yang Liu, Yuyang Guan, Qizhou Xing, Ming Chen, Maosong Sun, Yang Liu:
AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation. AI Open 4: 56-63 (2023)
[j62]
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Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin:
UPRec: User-aware Pre-training for sequential Recommendation. AI Open 4: 137-144 (2023)
[j61]
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  - journals/ijautcomp/ZhangXLLQLWJS23
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Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. 20(2): 180-193 (2023)
[j60]
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Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun:
Parameter-efficient fine-tuning of large-scale pre-trained language models. Nat. Mac. Intell. 5(3): 220-235 (2023)
[j59]
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  - journals/tacl/SiZCQW0W0023
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Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Sub-Character Tokenization for Chinese Pretrained Language Models. Trans. Assoc. Comput. Linguistics 11: 469-487 (2023)
[j58]
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Biru Zhu, Ganqu Cui, Yangyi Chen, Yujia Qin, Lifan Yuan, Chong Fu, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu:
Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training. Trans. Assoc. Comput. Linguistics 11: 1608-1623 (2023)
[j57]
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Yu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun:
CCOM-HuQin: An Annotated Multimodal Chinese Fiddle Performance Dataset. Trans. Int. Soc. Music. Inf. Retr. 6(1): 60-74 (2023)
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Cheng Yang, Hao Wang, Jian Tang, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu:
Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2271-2283 (2023)
[c303]
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  - conf/aaai/YaoYZLXWLZWCS23
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Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun:
Visually Grounded Commonsense Knowledge Acquisition. AAAI 2023: 6583-6592
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Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System. ACL (demo) 2023: 63-75
[c301]
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Xingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun:
Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer. ACL (2) 2023: 270-282
[c300]
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Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun:
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models. ACL (demo) 2023: 274-281
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Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Emergent Modularity in Pre-trained Transformers. ACL (Findings) 2023: 4066-4083
[c298]
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Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun:
Won't Get Fooled Again: Answering Questions with False Premises. ACL (1) 2023: 5626-5643
[c297]
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Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu:
Continual Knowledge Distillation for Neural Machine Translation. ACL (1) 2023: 7978-7996
[c296]
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Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. ACL (1) 2023: 8272-8285
[c295]
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Chi Chen, Peng Li, Maosong Sun, Yang Liu:
Weakly Supervised Vision-and-Language Pre-training with Relative Representations. ACL (1) 2023: 8341-8355
[c294]
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Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou:
WebCPM: Interactive Web Search for Chinese Long-form Question Answering. ACL (1) 2023: 8968-8988
[c293]
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji:
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. ACL (Findings) 2023: 9607-9632
[c292]
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Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. ACL (Findings) 2023: 10400-10420
[c291]
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Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Plug-and-Play Knowledge Injection for Pre-trained Language Models. ACL (1) 2023: 10641-10658
[c290]
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Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Recyclable Tuning for Continual Pre-training. ACL (Findings) 2023: 11403-11426
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Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun:
Decoder Tuning: Efficient Language Understanding as Decoding. ACL (1) 2023: 15072-15087
[c288]
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Xuancheng Huang, Zijun Liu, Peng Li, Tao Li, Maosong Sun, Yang Liu:
An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation. ACL (1) 2023: 15233-15256
[c287]
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Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun:
Plug-and-Play Document Modules for Pre-trained Models. ACL (1) 2023: 15713-15729
[c286]
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  - conf/cikm/LiHYXL0S23
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Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen:
MUSER: A Multi-View Similar Case Retrieval Dataset. CIKM 2023: 5336-5340
[c285]
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Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou:
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations. EMNLP 2023: 3029-3051
[c284]
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Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun:
Sparse Low-rank Adaptation of Pre-trained Language Models. EMNLP 2023: 4133-4145
[c283]
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Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu:
Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT. EMNLP 2023: 7470-7483
[c282]
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Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. EMNLP (Findings) 2023: 9947-9959
[c281]
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Yile Wang, Peng Li, Maosong Sun, Yang Liu:
Self-Knowledge Guided Retrieval Augmentation for Large Language Models. EMNLP (Findings) 2023: 10303-10315
[c280]
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Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. EMNLP (Findings) 2023: 11052-11067
[c279]
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Kaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu:
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation. EMNLP 2023: 13938-13951
[c278]
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Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun:
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning. EMNLP 2023: 15062-15078
[c277]
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Shangda Wu, Xiaobing Li, Feng Yu, Maosong Sun:
TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching. HCMIR@ISMIR 2023
[c276]
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  - conf/icassp/WuLS23
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Shangda Wu, Xiaobing Li, Maosong Sun:
Chord-Conditioned Melody Harmonization With Controllable Harmonicity. ICASSP 2023: 1-5
[c275]
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Shangda Wu, Dingyao Yu, Xu Tan, Maosong Sun:
CLaMP: Contrastive Language-Music Pre-Training for Cross-Modal Symbolic Music Information Retrieval. ISMIR 2023: 157-165
[c274]
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Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He:
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. NeurIPS 2023
[c273]
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Yuzhong Wang, Xu Han, Weilin Zhao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training. NeurIPS 2023
[c272]
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Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun:
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations. NeurIPS 2023
[c271]
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Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting. NLPCC (1) 2023: 774-785
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Maosong Sun, Bing Qin, Xipeng Qiu, Jing Jiang, Xianpei Han, Gaoqi Rao, Yubo Chen:
Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Harbin, China, August 3-5, 2023, Proceedings. Lecture Notes in Computer Science 14232, Springer 2023, ISBN 978-981-99-6206-8 [contents]
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Yu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun:
CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset. Zenodo, 2023
[i208]
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  - journals/corr/abs-2301-02884
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Shangda Wu, Maosong Sun:
TunesFormer: Forming Tunes with Control Codes. CoRR abs/2301.02884 (2023)
[i207]
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  - journals/corr/abs-2302-07324
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Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. CoRR abs/2302.07324 (2023)
[i206]
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  - journals/corr/abs-2304-08354
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Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun:
Tool Learning with Foundation Models. CoRR abs/2304.08354 (2023)
[i205]
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  - journals/corr/abs-2304-11029
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Shangda Wu, Dingyao Yu, Xu Tan, Maosong Sun:
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval. CoRR abs/2304.11029 (2023)
[i204]
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  - journals/corr/abs-2305-01624
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Deming Ye, Yankai Lin, Zhengyan Zhang, Maosong Sun:
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models. CoRR abs/2305.01624 (2023)
[i203]
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  - journals/corr/abs-2305-06849
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Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou:
WebCPM: Interactive Web Search for Chinese Long-form Question Answering. CoRR abs/2305.06849 (2023)
[i202]
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  - journals/corr/abs-2305-08322
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Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He:
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. CoRR abs/2305.08322 (2023)
[i201]
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  - journals/corr/abs-2305-08702
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Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Recyclable Tuning for Continual Pre-training. CoRR abs/2305.08702 (2023)
[i200]
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  - journals/corr/abs-2305-11540
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Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun:
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots. CoRR abs/2305.11540 (2023)
[i199]
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  - journals/corr/abs-2305-14233
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Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou:
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations. CoRR abs/2305.14233 (2023)
[i198]
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  - journals/corr/abs-2305-15483
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Chi Chen, Peng Li, Maosong Sun, Yang Liu:
Weakly Supervised Vision-and-Language Pre-training with Relative Representations. CoRR abs/2305.15483 (2023)
[i197]
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  - journals/corr/abs-2305-17660
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Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun:
Plug-and-Play Document Modules for Pre-trained Models. CoRR abs/2305.17660 (2023)
[i196]
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  - journals/corr/abs-2305-17670
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Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. CoRR abs/2305.17670 (2023)
[i195]
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  - journals/corr/abs-2305-17691
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Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Plug-and-Play Knowledge Injection for Pre-trained Language Models. CoRR abs/2305.17691 (2023)
[i194]
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  - journals/corr/abs-2305-18390
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Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Emergent Modularity in Pre-trained Transformers. CoRR abs/2305.18390 (2023)
[i193]
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  - journals/corr/abs-2305-18503
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji:
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. CoRR abs/2305.18503 (2023)
[i192]
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  - journals/corr/abs-2306-02320
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Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Zhiyuan Liu, Maosong Sun:
Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models. CoRR abs/2306.02320 (2023)
[i191]
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  - journals/corr/abs-2306-04618
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Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun:
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations. CoRR abs/2306.04618 (2023)
[i190]
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  - journals/corr/abs-2306-11976
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Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu:
Interactive Molecular Discovery with Natural Language. CoRR abs/2306.11976 (2023)
[i189]
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  - journals/corr/abs-2307-02394
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Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun:
Won't Get Fooled Again: Answering Questions with False Premises. CoRR abs/2307.02394 (2023)
[i188]
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  - journals/corr/abs-2307-03084
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Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun:
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models. CoRR abs/2307.03084 (2023)
[i187]
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  - journals/corr/abs-2307-07705
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Weilin Zhao, Yuxiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun:
CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models. CoRR abs/2307.07705 (2023)
[i186]
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  - journals/corr/abs-2307-07924
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Chen Qian, Xin Cong, Cheng Yang, Weize Chen, Yusheng Su, Juyuan Xu, Zhiyuan Liu, Maosong Sun:
Communicative Agents for Software Development. CoRR abs/2307.07924 (2023)
[i185]
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Shihao Liang, Kunlun Zhu, Runchu Tian, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun:
Exploring Format Consistency for Instruction Tuning. CoRR abs/2307.15504 (2023)
[i184]
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  - journals/corr/abs-2307-16789
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Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun:
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. CoRR abs/2307.16789 (2023)
[i183]
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  - journals/corr/abs-2308-10848
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Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents. CoRR abs/2308.10848 (2023)
[i182]
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  - journals/corr/abs-2308-12038
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Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun:
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. CoRR abs/2308.12038 (2023)
[i181]
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  - journals/corr/abs-2308-12519
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Yining Ye, Xin Cong, Yujia Qin, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Large Language Model as Autonomous Decision Maker. CoRR abs/2308.12519 (2023)
[i180]
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  - journals/corr/abs-2308-13437
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Chi Chen, Ruoyu Qin, Fuwen Luo, Xiaoyue Mi, Peng Li, Maosong Sun, Yang Liu:
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models. CoRR abs/2308.13437 (2023)
[i179]
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  - journals/corr/abs-2309-08112
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Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou:
Empowering Private Tutoring by Chaining Large Language Models. CoRR abs/2309.08112 (2023)
[i178]
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  - journals/corr/abs-2309-10326
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Kunlun Zhu, Shihao Liang, Xu Han, Zhi Zheng, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation. CoRR abs/2309.10326 (2023)
[i177]
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  - journals/corr/abs-2309-14763
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Chenyang Song, Xu Han, Zheni Zeng, Kuai Li, Chen Chen, Zhiyuan Liu, Maosong Sun, Tao Yang:
ConPET: Continual Parameter-Efficient Tuning for Large Language Models. CoRR abs/2309.14763 (2023)
[i176]
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  - journals/corr/abs-2310-00653
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Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Jiao Xue, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun:
Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants. CoRR abs/2310.00653 (2023)
[i175]
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  - journals/corr/abs-2310-01377
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Ganqu Cui, Lifan Yuan, Ning Ding, Guanming Yao, Wei Zhu, Yuan Ni, Guotong Xie, Zhiyuan Liu, Maosong Sun:
UltraFeedback: Boosting Language Models with High-quality Feedback. CoRR abs/2310.01377 (2023)
[i174]
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  - journals/corr/abs-2310-03262
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Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Unlock Predictable Scaling from Emergent Abilities. CoRR abs/2310.03262 (2023)
[i173]
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  - journals/corr/abs-2310-05002
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Yile Wang, Peng Li, Maosong Sun, Yang Liu:
Self-Knowledge Guided Retrieval Augmentation for Large Language Models. CoRR abs/2310.05002 (2023)
[i172]
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  - journals/corr/abs-2310-12818
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Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. CoRR abs/2310.12818 (2023)
[i171]
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  - journals/corr/abs-2310-15602
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Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen:
MUSER: A Multi-View Similar Case Retrieval Dataset. CoRR abs/2310.15602 (2023)
[i170]
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  - journals/corr/abs-2310-15724
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Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. CoRR abs/2310.15724 (2023)
[i169]
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  - journals/corr/abs-2311-10751
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Yining Ye, Xin Cong, Shizuo Tian, Jiannan Cao, Hao Wang, Yujia Qin, Yaxi Lu, Heyang Yu, Huadong Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun:
ProAgent: From Robotic Process Automation to Agentic Process Automation. CoRR abs/2311.10751 (2023)
[i168]
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  - journals/corr/abs-2311-11696
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Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun:
Sparse Low-rank Adaptation of Pre-trained Language Models. CoRR abs/2311.11696 (2023)
[i167]
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  - journals/corr/abs-2312-00849
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Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua:
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. CoRR abs/2312.00849 (2023)
[i166]
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  - journals/corr/abs-2312-17025
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Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Experiential Co-Learning of Software-Developing Agents. CoRR abs/2312.17025 (2023)
[i165]
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  - journals/corr/abs-2312-17294
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Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Yujia Qin, Yining Ye, Yaxi Lu, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun:
GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension. CoRR abs/2312.17294 (2023)
2022
[j55]
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Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun:
PTR: Prompt Tuning with Rules for Text Classification. AI Open 3: 182-192 (2022)
[j54]
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  - journals/ccs/ZhangZS22
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Yu Zhang, Ziya Zhou, Maosong Sun:
Influence of musical elements on the perception of 'Chinese style' in music. Cogn. Comput. Syst. 4(2): 147-164 (2022)
[j53]
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Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Maosong Sun:
Data augmentation for low-resource languages NMT guided by constrained sampling. Int. J. Intell. Syst. 37(1): 30-51 (2022)
[j52]
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Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu:
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 30: 958-967 (2022)
[j51]
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  - journals/tkde/ZhangYLSFZL22
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Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin:
COSINE: Compressive Network Embedding on Large-Scale Information Networks. IEEE Trans. Knowl. Data Eng. 34(8): 3655-3668 (2022)
[j50]
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Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu:
A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. 28(12): 4980-4994 (2022)
[c270]
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  - conf/acl/DingHZCLZS22
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Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Haitao Zheng, Maosong Sun:
OpenPrompt: An Open-source Framework for Prompt-learning. ACL (demo) 2022: 105-113
[c269]
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  - conf/acl/YeQLS22
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Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun:
Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention. ACL (Findings) 2022: 128-138
[c268]
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  - conf/acl/PanSD22
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Changzai Pan, Maosong Sun, Ke Deng:
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference. ACL (1) 2022: 158-169
[c267]
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  - conf/acl/QiLLMSZ22
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Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng:
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. ACL (Findings) 2022: 158-168
[c266]
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  - conf/acl/YaoXWL0TLLSS22
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Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun:
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. ACL (Findings) 2022: 183-201
[c265]
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  - conf/acl/HanZZLZZZCS22
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Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun:
BMInf: An Efficient Toolkit for Big Model Inference and Tuning. ACL (demo) 2022: 224-230
[c264]
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  - conf/acl/QiYYCLS22
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Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun:
QuoteR: A Benchmark of Quote Recommendation for Writing. ACL (1) 2022: 336-348
[c263]
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  - conf/acl/YeL0S022
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Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu:
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. ACL (2) 2022: 523-529
[c262]
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  - conf/acl/ZhangL00S022
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Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. ACL (Findings) 2022: 877-890
[c261]
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  - conf/acl/HuDWLWLWS22
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Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun:
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. ACL (1) 2022: 2225-2240
[c260]
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  - conf/acl/HanLCLSZFZ22
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Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng:
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages. ACL (1) 2022: 2241-2250
[c259]
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  - conf/acl/QinZLL0SZ22
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Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
ELLE: Efficient Lifelong Pre-training for Emerging Data. ACL (Findings) 2022: 2789-2810
[c258]
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  - conf/acl/YaoDZZXLLS022
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Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang:
Prompt Tuning for Discriminative Pre-trained Language Models. ACL (Findings) 2022: 3468-3473
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Deming Ye, Yankai Lin, Peng Li, Maosong Sun:
Packed Levitated Marker for Entity and Relation Extraction. ACL (1) 2022: 4904-4917
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Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu:
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models. ACL (1) 2022: 5060-5072
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Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Fully Hyperbolic Neural Networks. ACL (1) 2022: 5672-5686
[c254]
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Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING 2022: 4965-4975
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Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua:
Fine-Grained Scene Graph Generation with Data Transfer. ECCV (27) 2022: 409-424
[c252]
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Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun:
BMCook: A Task-agnostic Compression Toolkit for Big Models. EMNLP (Demos) 2022: 396-405
[c251]
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Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning. EMNLP (Findings) 2022: 3348-3366
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Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu:
A Template-based Method for Constrained Neural Machine Translation. EMNLP 2022: 3665-3679
[c249]
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Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. EMNLP (Findings) 2022: 6306-6320
[c248]
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Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Exploring Mode Connectivity for Pre-trained Language Models. EMNLP 2022: 6726-6746
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Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu:
FPT: Improving Prompt Tuning Efficiency via Progressive Training. EMNLP (Findings) 2022: 6877-6887
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Chi Chen, Peng Li, Maosong Sun, Yang Liu:
End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching. EMNLP 2022: 10799-10810
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Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie:
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. EMNLP 2022: 10834-10858
[c244]
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Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. EMNLP 2022: 11104-11117
[c243]
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Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun:
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. EMNLP 2022: 11215-11221
[c242]
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun:
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. EMNLP 2022: 11222-11237
[c241]
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Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun:
Symphony Generation with Permutation Invariant Language Model. ISMIR 2022: 551-558
[c240]
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Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. NAACL-HLT 2022: 697-716
[c239]
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Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Knowledge Inheritance for Pre-trained Language Models. NAACL-HLT 2022: 3921-3937
[c238]
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Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou:
On Transferability of Prompt Tuning for Natural Language Processing. NAACL-HLT 2022: 3949-3969
[c237]
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Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun:
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. NeurIPS 2022
[c236]
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Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun:
Sparse Structure Search for Delta Tuning. NeurIPS 2022
[c235]
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Biru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu:
Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models. NeurIPS 2022
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  - conf/ccks/2022
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Maosong Sun, Guilin Qi, Kang Liu, Jiadong Ren, Bin Xu, Yansong Feng, Yongbin Liu, Yubo Chen:
Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy - 7th China Conference, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers. Communications in Computer and Information Science 1669, Springer 2022, ISBN 978-981-19-7595-0 [contents]
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Maosong Sun, Yang Liu, Wanxiang Che, Yang Feng, Xipeng Qiu, Gaoqi Rao, Yubo Chen:
Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings. Lecture Notes in Computer Science 13603, Springer 2022, ISBN 978-3-031-18314-0 [contents]
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Maosong Sun:
weibo_senti_100k and THUCNews. IEEE DataPort, 2022
[i164]
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  - journals/corr/abs-2202-08423
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Shangda Wu, Xiaobing Li, Maosong Sun:
Chord-Conditioned Melody Choralization with Controllable Harmonicity and Polyphonicity. CoRR abs/2202.08423 (2022)
[i163]
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  - journals/corr/abs-2202-13145
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Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun:
QuoteR: A Benchmark of Quote Recommendation for Writing. CoRR abs/2202.13145 (2022)
[i162]
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  - journals/corr/abs-2202-13392
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Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu:
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. CoRR abs/2202.13392 (2022)
[i161]
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  - journals/corr/abs-2203-06311
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Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
ELLE: Efficient Lifelong Pre-training for Emerging Data. CoRR abs/2203.06311 (2022)
[i160]
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  - journals/corr/abs-2203-06904
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Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun:
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models. CoRR abs/2203.06904 (2022)
[i159]
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  - journals/corr/abs-2203-07426
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Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng:
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. CoRR abs/2203.07426 (2022)
[i158]
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  - journals/corr/abs-2203-08556
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Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun:
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. CoRR abs/2203.08556 (2022)
[i157]
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  - journals/corr/abs-2203-11654
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Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua:
Fine-Grained Scene Graph Generation with Data Transfer. CoRR abs/2203.11654 (2022)
[i156]
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  - journals/corr/abs-2205-05448
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Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun:
Symphony Generation with Permutation Invariant Language Model. CoRR abs/2205.05448 (2022)
[i155]
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  - journals/corr/abs-2205-06036
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Shangda Wu, Maosong Sun:
Sampling with Attribute-Related Information for Controlling Language Models. CoRR abs/2205.06036 (2022)
[i154]
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  - journals/corr/abs-2205-11166
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Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang:
Prompt Tuning for Discriminative Pre-trained Language Models. CoRR abs/2205.11166 (2022)
[i153]
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  - journals/corr/abs-2205-11169
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Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. CoRR abs/2205.11169 (2022)
[i152]
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  - journals/corr/abs-2205-11255
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Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu:
A Template-based Method for Constrained Neural Machine Translation. CoRR abs/2205.11255 (2022)
[i151]
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  - journals/corr/abs-2206-07382
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Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun:
Sparse Structure Search for Parameter-Efficient Tuning. CoRR abs/2206.07382 (2022)
[i150]
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  - journals/corr/abs-2206-08514
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Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun:
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. CoRR abs/2206.08514 (2022)
[i149]
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  - journals/corr/abs-2206-09355
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Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu:
A Unified Understanding of Deep NLP Models for Text Classification. CoRR abs/2206.09355 (2022)
[i148]
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  - journals/corr/abs-2207-06130
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Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. CoRR abs/2207.06130 (2022)
[i147]
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  - journals/corr/abs-2209-06496
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Yu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun:
CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset. CoRR abs/2209.06496 (2022)
[i146]
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  - journals/corr/abs-2209-09401
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Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. CoRR abs/2209.09401 (2022)
[i145]
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  - journals/corr/abs-2210-10683
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun:
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. CoRR abs/2210.10683 (2022)
[i144]
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  - journals/corr/abs-2210-12409
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Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. CoRR abs/2210.12409 (2022)
[i143]
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  - journals/corr/abs-2210-13311
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Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning. CoRR abs/2210.13311 (2022)
[i142]
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  - journals/corr/abs-2210-14102
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Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Exploring Mode Connectivity for Pre-trained Language Models. CoRR abs/2210.14102 (2022)
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  - journals/corr/abs-2211-06840
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Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu:
FPT: Improving Prompt Tuning Efficiency via Progressive Training. CoRR abs/2211.06840 (2022)
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  - journals/corr/abs-2211-07164
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Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie:
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. CoRR abs/2211.07164 (2022)
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  - journals/corr/abs-2211-11216
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Shangda Wu, Maosong Sun:
Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task. CoRR abs/2211.11216 (2022)
[i138]
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  - journals/corr/abs-2211-12054
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Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun:
Visually Grounded Commonsense Knowledge Acquisition. CoRR abs/2211.12054 (2022)
[i137]
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  - journals/corr/abs-2212-08408
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Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun:
Decoder Tuning: Efficient Language Understanding as Decoding. CoRR abs/2212.08408 (2022)
[i136]
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  - journals/corr/abs-2212-09097
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Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu:
Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation. CoRR abs/2212.09097 (2022)
[i135]
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  - journals/corr/abs-2212-09387
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Xuancheng Huang, Zijun Liu, Peng Li, Maosong Sun, Yang Liu:
Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation. CoRR abs/2212.09387 (2022)
2021
[b2]
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Cheng Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun:
Network Embedding: Theories, Methods, and Applications. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00462-9, pp. 1-242
[j49]
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Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun:
Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open 2: 36-42 (2021)
[j48]
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Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun:
Lawformer: A pre-trained language model for Chinese legal long documents. AI Open 2: 79-84 (2021)
[j47]
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Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A large-scale generative Chinese Pre-trained language model. AI Open 2: 93-99 (2021)
[j46]
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Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun:
CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. AI Open 2: 127-134 (2021)
[j45]
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Gang Chen, Maosong Sun, Yang Liu:
Towards a universal continuous knowledge base. AI Open 2: 197-204 (2021)
[j44]
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Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale cost-effective pre-trained language models. AI Open 2: 216-224 (2021)
[j43]
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Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu, Maosong Sun:
Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases. Frontiers Comput. Sci. 15(5): 155327 (2021)
[j42]
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Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. Frontiers Big Data 4: 602071 (2021)
[j41]
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Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin:
From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science. J. Soc. Comput. 2(2): 103-156 (2021)
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Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Zegao Pan, Maosong Sun:
Improving Data Augmentation for Low-Resource NMT Guided by POS-Tagging and Paraphrase Embedding. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(6): 107:1-107:21 (2021)
[j39]
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Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun:
Learning to Generate Explainable Plots for Neural Story Generation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 585-593 (2021)
[j38]
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Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Yang Liu:
Neural Machine Translation With Explicit Phrase Alignment. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1001-1010 (2021)
[j37]
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YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun:
CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2930-2941 (2021)
[j36]
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Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin:
Country Image in COVID-19 Pandemic: A Case Study of China. IEEE Trans. Big Data 7(1): 81-92 (2021)
[j35]
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Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan:
Neural Diffusion Model for Microscopic Cascade Study. IEEE Trans. Knowl. Data Eng. 33(3): 1128-1139 (2021)
[j34]
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Changhe Song, Cheng Yang, Huimin Chen, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
CED: Credible Early Detection of Social Media Rumors. IEEE Trans. Knowl. Data Eng. 33(8): 3035-3047 (2021)
[c234]
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  - conf/aaai/ChenLQHLZS21
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Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, Maosong Sun:
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. AAAI 2021: 12639-12647
[c233]
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Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Adversarial Language Games for Advanced Natural Language Intelligence. AAAI 2021: 14248-14256
[c232]
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  - conf/acl/ZengQZZMHZLS21
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Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun:
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. ACL (demo) 2021: 363-371
[c231]
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  - conf/acl/QiLCZ0WS20
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Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun:
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) 2021: 443-453
[c230]
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  - conf/acl/GaoHBQXLLLSZ21
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Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. ACL/IJCNLP (Findings) 2021: 1306-1318
[c229]
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  - conf/acl/SiZQLWLS21
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Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) 2021: 1569-1576
[c228]
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  - conf/acl/ZhouHLYLXJLS21
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Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun:
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. ACL/IJCNLP (Findings) 2021: 1751-1763
[c227]
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  - conf/acl/JiaoYSL21
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Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu:
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 1828-1834
[c226]
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  - conf/acl/QinLT00JHS020
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Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. ACL/IJCNLP (1) 2021: 3350-3363
[c225]
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  - conf/acl/QiCWLCS21
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Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun:
Automatic Construction of Sememe Knowledge Bases via Dictionaries. ACL/IJCNLP (Findings) 2021: 4673-4686
[c224]
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  - conf/acl/WangTTSSL21
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Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu:
On the Language Coverage Bias for Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 4778-4790
[c223]
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  - conf/acl/ChenS020
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Chi Chen, Maosong Sun, Yang Liu:
Mask-Align: Self-Supervised Neural Word Alignment. ACL/IJCNLP (1) 2021: 4781-4791
[c222]
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  - conf/acl/QiYXLS20
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Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun:
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. ACL/IJCNLP (1) 2021: 4873-4883
[c221]
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  - conf/acl/HuangXSL20
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Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu:
Transfer Learning for Sequence Generation: from Single-source to Multi-source. ACL/IJCNLP (1) 2021: 5738-5750
[c220]
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  - conf/cikm/YuWZLMSFXCZY0LL21
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Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun:
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. CIKM 2021: 4643-4652
[c219]
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  - conf/emnlp/MaimaitiLZCHZLS21
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Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun:
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. EMNLP (1) 2021: 2068-2077
[c218]
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Bo Ouyang, Wenbing Huang, Runfa Chen, Zhixing Tan, Yang Liu, Maosong Sun, Jihong Zhu:
Knowledge Representation Learning with Contrastive Completion Coding. EMNLP (Findings) 2021: 3061-3073
[c217]
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  - conf/emnlp/ZhengTZMLSLL21
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Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu, Yang Liu:
Self-Supervised Quality Estimation for Machine Translation. EMNLP (1) 2021: 3322-3334
[c216]
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  - conf/emnlp/YaoDLLLZS21
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Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun:
CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. EMNLP (1) 2021: 4452-4472
[c215]
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Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun:
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. EMNLP (1) 2021: 4569-4580
[c214]
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  - conf/emnlp/QiCLYLS21
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Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun:
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. EMNLP (1) 2021: 9558-9566
[c213]
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  - conf/iccv/YaoZ0LW0WS21
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Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun:
Visual Distant Supervision for Scene Graph Generation. ICCV 2021: 15796-15806
[c212]
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  - conf/naacl/LiuYSYC21
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Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. NAACL-HLT 2021: 5441-5452
[c211]
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  - conf/naacl/ZhangYXHLLLS21
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Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Open Hierarchical Relation Extraction. NAACL-HLT 2021: 5682-5693
[c210]
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  - conf/naacl/YeLHS21
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  - https://dblp.org/rec/conf/naacl/YeLHS21
Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun:
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference. NAACL-HLT 2021: 5798-5809
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  - conf/sigir/LiuZXLS21
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Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun:
OpenMatch: An Open Source Library for Neu-IR Research. SIGIR 2021: 2531-2535
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Sheng Li, Maosong Sun, Yang Liu, Hua Wu, Kang Liu, Wanxiang Che, Shizhu He, Gaoqi Rao:
Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings. Lecture Notes in Computer Science 12869, Springer 2021, ISBN 978-3-030-84185-0 [contents]
[i134]
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Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. CoRR abs/2101.06969 (2021)
[i133]
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Zhiyuan Liu, Yankai Lin, Maosong Sun:
Representation Learning for Natural Language Processing. CoRR abs/2102.03732 (2021)
[i132]
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YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun:
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models. CoRR abs/2102.03752 (2021)
[i131]
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  - journals/corr/abs-2102-10989
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Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin:
UPRec: User-Aware Pre-training for Recommender Systems. CoRR abs/2102.10989 (2021)
[i130]
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Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Improving Diversity of Neural Text Generation via Inverse Probability Weighting. CoRR abs/2103.07649 (2021)
[i129]
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Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Embedding Calibration for Music Semantic Similarity using Auto-regressive Transformer. CoRR abs/2103.07656 (2021)
[i128]
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Yuzhong Wang, Chaojun Xiao, Shirong Ma, Haoxi Zhong, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
Equality before the Law: Legal Judgment Consistency Analysis for Fairness. CoRR abs/2103.13868 (2021)
[i127]
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Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun:
Visual Distant Supervision for Scene Graph Generation. CoRR abs/2103.15365 (2021)
[i126]
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Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun:
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents. CoRR abs/2105.03887 (2021)
[i125]
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Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. CoRR abs/2105.04443 (2021)
[i124]
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Zhixing Tan, Maosong Sun, Yang Liu:
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation. CoRR abs/2105.06679 (2021)
[i123]
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Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. CoRR abs/2105.09543 (2021)
[i122]
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  - journals/corr/abs-2105-11259
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Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun:
PTR: Prompt Tuning with Rules for Text Classification. CoRR abs/2105.11259 (2021)
[i121]
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  - journals/corr/abs-2105-11618
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Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun:
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference. CoRR abs/2105.11618 (2021)
[i120]
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Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun:
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR abs/2105.12400 (2021)
[i119]
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Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun:
Automatic Construction of Sememe Knowledge Bases via Dictionaries. CoRR abs/2105.12585 (2021)
[i118]
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Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, YuSheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Knowledge Inheritance for Pre-trained Language Models. CoRR abs/2105.13880 (2021)
[i117]
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Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Fully Hyperbolic Neural Networks. CoRR abs/2105.14686 (2021)
[i116]
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Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu:
Transfer Learning for Sequence Generation: from Single-source to Multi-source. CoRR abs/2105.14809 (2021)
[i115]
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Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining. CoRR abs/2106.00400 (2021)
[i114]
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  - journals/corr/abs-2106-01979
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Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang:
CCPM: A Chinese Classical Poetry Matching Dataset. CoRR abs/2106.01979 (2021)
[i113]
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  - journals/corr/abs-2106-03297
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Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu:
On the Language Coverage Bias for Neural Machine Translation. CoRR abs/2106.03297 (2021)
[i112]
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  - journals/corr/abs-2106-06361
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Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun:
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. CoRR abs/2106.06361 (2021)
[i111]
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  - journals/corr/abs-2106-08582
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Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu:
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation. CoRR abs/2106.08582 (2021)
[i110]
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Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR abs/2106.10715 (2021)
[i109]
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Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu:
Language Models are Good Translators. CoRR abs/2106.13627 (2021)
[i108]
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Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin:
From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science. CoRR abs/2106.14198 (2021)
[i107]
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  - journals/corr/abs-2108-02035
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Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Juanzi Li, Maosong Sun:
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. CoRR abs/2108.02035 (2021)
[i106]
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Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System. CoRR abs/2108.12108 (2021)
[i105]
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  - journals/corr/abs-2109-06067
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Deming Ye, Yankai Lin, Maosong Sun:
Pack Together: Entity and Relation Extraction with Levitated Marker. CoRR abs/2109.06067 (2021)
[i104]
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  - journals/corr/abs-2109-11797
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Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR abs/2109.11797 (2021)
[i103]
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  - journals/corr/abs-2110-01786
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Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
MoEfication: Conditional Computation of Transformer Models for Efficient Inference. CoRR abs/2110.01786 (2021)
[i102]
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  - journals/corr/abs-2110-07139
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Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun:
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. CoRR abs/2110.07139 (2021)
[i101]
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  - journals/corr/abs-2110-07867
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Yujia Qin, Xiaozhi Wang, YuSheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou:
Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. CoRR abs/2110.07867 (2021)
[i100]
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  - journals/corr/abs-2110-08247
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Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun:
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. CoRR abs/2110.08247 (2021)
[i99]
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  - journals/corr/abs-2111-01998
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Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun:
OpenPrompt: An Open-source Framework for Prompt-learning. CoRR abs/2111.01998 (2021)
[i98]
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  - journals/corr/abs-2111-06719
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YuSheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou:
On Transferability of Prompt Tuning for Natural Language Understanding. CoRR abs/2111.06719 (2021)
[i97]
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  - journals/corr/abs-2112-11122
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Shangda Wu, Yue Yang, Zhaowen Wang, Xiaobing Li, Maosong Sun:
Melody Harmonization with Controllable Harmonic Rhythm. CoRR abs/2112.11122 (2021)
[i96]
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  - journals/corr/abs-2112-13610
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Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun:
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR abs/2112.13610 (2021)
[i95]
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  - journals/corr/abs-2112-15043
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Yingying Wang, Cunliang Kong, Liner Yang, Yijun Wang, Xiaorong Lu, Renfen Hu, Shan He, Zhenghao Liu, Yun Chen, Erhong Yang, Maosong Sun:
YACLC: A Chinese Learner Corpus with Multidimensional Annotation. CoRR abs/2112.15043 (2021)
2020
[b1]
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Zhiyuan Liu, Yankai Lin, Maosong Sun:
Representation Learning for Natural Language Processing. Springer 2020, ISBN 978-981-15-5572-5, pp. 1-334
[j33]
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Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu:
Neural machine translation: A review of methods, resources, and tools. AI Open 1: 5-21 (2020)
[j32]
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Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun:
Graph neural networks: A review of methods and applications. AI Open 1: 57-81 (2020)
[j31]
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  - journals/chinaf/AyanaWXLS20
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Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun:
Topic-sensitive neural headline generation. Sci. China Inf. Sci. 63(8): 1-16 (2020)
[j30]
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Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun:
Integrating Image-Based and Knowledge-Based Representation Learning. IEEE Trans. Cogn. Dev. Syst. 12(2): 169-178 (2020)
[j29]
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Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun:
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2364-2373 (2020)
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Ayana, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Reinforced Zero-Shot Cross-Lingual Neural Headline Generation. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2572-2584 (2020)
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Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Multi-Channel Reverse Dictionary Model. AAAI 2020: 312-319
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Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction. AAAI 2020: 1250-1257
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Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Neural Snowball for Few-Shot Relation Learning. AAAI 2020: 7772-7779
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Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu:
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. AAAI 2020: 8624-8631
[c204]
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Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun:
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. AAAI 2020: 9450-9457
[c203]
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Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
JEC-QA: A Legal-Domain Question Answering Dataset. AAAI 2020: 9701-9708
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Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. ACL 2020: 5218-5230
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Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun:
Word-level Textual Adversarial Attacking as Combinatorial Optimization. ACL 2020: 6066-6080
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Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Continual Relation Learning via Episodic Memory Activation and Reconsolidation. ACL 2020: 6429-6440
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Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Fine-grained Fact Verification with Kernel Graph Attention Network. ACL 2020: 7342-7351
[c198]
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Zhixing Tan, Jiacheng Zhang, Xuancheng Huang, Gang Chen, Shuo Wang, Maosong Sun, Huanbo Luan, Yang Liu:
THUMT: An Open-Source Toolkit for Neural Machine Translation. AMTA 2020: 116-122
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Gang Chen, Shuo Wang, Xuancheng Huang, Zhixing Tan, Maosong Sun, Yang Liu:
Tsinghua University Neural Machine Translation Systems for CCMT 2020. CCMT 2020: 98-104
[c196]
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Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. COLING 2020: 1594-1605
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Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun:
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. COLING 2020: 1752-1757
[c194]
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Fanchao Qi, Lei Zhang, Yanhui Yang, Zhiyuan Liu, Maosong Sun:
WantWords: An Open-source Online Reverse Dictionary System. EMNLP (Demos) 2020: 175-181
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Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyuan Liu, Maosong Sun:
IsOBS: An Information System for Oracle Bone Script. EMNLP (Demos) 2020: 227-233
[c192]
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Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu:
Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling. EMNLP (Findings) 2020: 2395-2400
[c191]
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Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Learning from Context or Names? An Empirical Study on Neural Relation Extraction. EMNLP (1) 2020: 3661-3672
[c190]
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Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin:
Denoising Relation Extraction from Document-level Distant Supervision. EMNLP (1) 2020: 3683-3688
[c189]
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Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
Train No Evil: Selective Masking for Task-Guided Pre-Training. EMNLP (1) 2020: 6966-6974
[c188]
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Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu:
Coreferential Reasoning Learning for Language Representation. EMNLP (1) 2020: 7170-7186
[c187]
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Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu:
Modeling Voting for System Combination in Machine Translation. IJCAI 2020: 3694-3701
[c186]
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Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun:
Text Style Transfer via Learning Style Instance Supported Latent Space. IJCAI 2020: 3801-3807
[c185]
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Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun:
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. AACL/IJCNLP 2020: 745-758
[c184]
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Jinyi Hu, Maosong Sun:
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework. LREC 2020: 4658-4663
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Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. ACM Multimedia 2020: 574-582
[c182]
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Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang:
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables. NeurIPS 2020
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Maosong Sun, Sujian Li, Yue Zhang, Yang Liu, Shizhu He, Gaoqi Rao:
Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30 - November 1, 2020, Proceedings. Lecture Notes in Computer Science 12522, Springer 2020, ISBN 978-3-030-63030-0 [contents]
[i94]
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  - journals/corr/abs-2001-05954
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Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu:
Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. CoRR abs/2001.05954 (2020)
[i93]
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Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun:
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. CoRR abs/2003.06094 (2020)
[i92]
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Jinyi Hu, Maosong Sun:
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework. CoRR abs/2003.11528 (2020)
[i91]
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Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. CoRR abs/2004.03186 (2020)
[i90]
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  - journals/corr/abs-2004-06870
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Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Maosong Sun, Zhiyuan Liu:
Coreferential Reasoning Learning for Language Representation. CoRR abs/2004.06870 (2020)
[i89]
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  - journals/corr/abs-2004-09733
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Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
Train No Evil: Selective Masking for Task-guided Pre-training. CoRR abs/2004.09733 (2020)
[i88]
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  - journals/corr/abs-2004-12158
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Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. CoRR abs/2004.12158 (2020)
[i87]
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  - journals/corr/abs-2004-13631
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Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun:
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. CoRR abs/2004.13631 (2020)
[i86]
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  - journals/corr/abs-2007-06943
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Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu:
Modeling Voting for System Combination in Machine Translation. CoRR abs/2007.06943 (2020)
[i85]
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  - journals/corr/abs-2009-05817
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Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin:
Country Image in COVID-19 Pandemic: A Case Study of China. CoRR abs/2009.05817 (2020)
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  - journals/corr/abs-2009-09191
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Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun:
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. CoRR abs/2009.09191 (2020)
[i83]
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  - journals/corr/abs-2009-09192
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Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun:
Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations. CoRR abs/2009.09192 (2020)
[i82]
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  - journals/corr/abs-2009-09226
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Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. CoRR abs/2009.09226 (2020)
[i81]
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  - journals/corr/abs-2009-13964
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YuSheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun:
Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. CoRR abs/2009.13964 (2020)
[i80]
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  - journals/corr/abs-2010-01923
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Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Learning from Context or Names? An Empirical Study on Neural Relation Extraction. CoRR abs/2010.01923 (2020)
[i79]
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  - journals/corr/abs-2010-08091
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Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. CoRR abs/2010.08091 (2020)
[i78]
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  - journals/corr/abs-2011-03770
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Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun:
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads. CoRR abs/2011.03770 (2020)
[i77]
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  - journals/corr/abs-2011-03888
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Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin:
Denoising Relation Extraction from Document-level Distant Supervision. CoRR abs/2011.03888 (2020)
[i76]
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  - journals/corr/abs-2011-05268
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Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang:
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables. CoRR abs/2011.05268 (2020)
[i75]
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  - journals/corr/abs-2011-10369
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Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun:
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. CoRR abs/2011.10369 (2020)
[i74]
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  - journals/corr/abs-2012-00413
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Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR abs/2012.00413 (2020)
[i73]
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  - journals/corr/abs-2012-07162
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Chi Chen, Maosong Sun, Yang Liu:
Mask-Align: Self-Supervised Neural Word Alignment. CoRR abs/2012.07162 (2020)
[i72]
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  - journals/corr/abs-2012-13568
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Gang Chen, Maosong Sun, Yang Liu:
Towards a Universal Continuous Knowledge Base. CoRR abs/2012.13568 (2020)
[i71]
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  - journals/corr/abs-2012-15022
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Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. CoRR abs/2012.15022 (2020)
[i70]
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  - journals/corr/abs-2012-15515
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Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu:
Neural Machine Translation: A Review of Methods, Resources, and Tools. CoRR abs/2012.15515 (2020)
[i69]
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  - journals/corr/abs-2012-15699
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Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. CoRR abs/2012.15699 (2020)

2010 – 2019

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2019
[j27]
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Jiayuan Mao, Yuan Yao, Stefan Heinrich, Tobias Hinz, Cornelius Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun:
Bootstrapping Knowledge Graphs From Images and Text. Frontiers Neurorobotics 13: 93 (2019)
[j26]
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  - journals/talip/MaimaitiLLS19
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Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Maosong Sun:
Multi-Round Transfer Learning for Low-Resource NMT Using Multiple High-Resource Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(4): 38:1-38:26 (2019)
[j25]
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  - journals/tkde/TuZWZLSZL19
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Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin:
A Unified Framework for Community Detection and Network Representation Learning. IEEE Trans. Knowl. Data Eng. 31(6): 1051-1065 (2019)
[c181]
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  - conf/aaai/GaoH0S19
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Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun:
Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification. AAAI 2019: 6407-6414
[c180]
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  - conf/acl/GuoYSLYLCZL19
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Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, Ruoyu Li:
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. ACL (3) 2019: 25-30
[c179]
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  - conf/acl/YaoYLHLLLHZS19
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Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun:
DocRED: A Large-Scale Document-Level Relation Extraction Dataset. ACL (1) 2019: 764-777
[c178]
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  - conf/acl/ZhouHYLWLS19
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Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun:
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. ACL (1) 2019: 892-901
[c177]
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  - conf/acl/ZhuLLFCS19
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Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun:
Graph Neural Networks with Generated Parameters for Relation Extraction. ACL (1) 2019: 1331-1339
[c176]
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  - conf/acl/ZhangHLJSL19
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Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu:
ERNIE: Enhanced Language Representation with Informative Entities. ACL (1) 2019: 1441-1451
[c175]
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  - conf/acl/LiuLLS19
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Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
XQA: A Cross-lingual Open-domain Question Answering Dataset. ACL (1) 2019: 2358-2368
[c174]
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  - conf/acl/ChenZHLS19
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Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun:
Quantifying Similarity between Relations with Fact Distribution. ACL (1) 2019: 2882-2894
[c173]
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  - conf/acl/QiHYLCLS19
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Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun:
Modeling Semantic Compositionality with Sememe Knowledge. ACL (1) 2019: 5706-5715
[c172]
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  - conf/acl/YangCLS19
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Zonghan Yang, Yong Cheng, Yang Liu, Maosong Sun:
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach. ACL (1) 2019: 6191-6196
[c171]
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  - conf/cncl/LiuXS019
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Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Explore Entity Embedding Effectiveness in Entity Retrieval. CCL 2019: 105-116
[c170]
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  - conf/cncl/AbiderexitiS19
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Kahaerjiang Abiderexiti, Maosong Sun:
Construction of an English-Uyghur WordNet Dataset. CCL 2019: 382-393
[c169]
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  - conf/cncl/LongT0S19
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Shangbang Long, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
Automatic Judgment Prediction via Legal Reading Comprehension. CCL 2019: 558-572
[c168]
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  - conf/cncl/0010T0S19
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Zhiyuan Liu, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
Legal Cause Prediction with Inner Descriptions and Outer Hierarchies. CCL 2019: 573-586
[c167]
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  - conf/emnlp/HanGYYLS19
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Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun:
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. EMNLP/IJCNLP (3) 2019: 169-174
[c166]
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  - conf/emnlp/WuYHXLLLS19
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Ruidong Wu, Yuan Yao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data. EMNLP/IJCNLP (1) 2019: 219-228
[c165]
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Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun:
Improving Back-Translation with Uncertainty-based Confidence Estimation. EMNLP/IJCNLP (1) 2019: 791-802
[c164]
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  - conf/emnlp/WangWHLLLSZR19
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Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren:
HMEAE: Hierarchical Modular Event Argument Extraction. EMNLP/IJCNLP (1) 2019: 5776-5782
[c163]
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  - conf/emnlp/HuangLLXS19
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Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun:
Learning to Copy for Automatic Post-Editing. EMNLP/IJCNLP (1) 2019: 6121-6131
[c162]
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Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. EMNLP/IJCNLP (1) 2019: 6249-6254
[c161]
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  - conf/ijcai/YangTSC019
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Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu:
Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. IJCAI 2019: 4033-4039
[c160]
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  - conf/ijcai/ChenYSLYG19
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Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo:
Sentiment-Controllable Chinese Poetry Generation. IJCAI 2019: 4925-4931
[c159]
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  - conf/ijcai/FengC0DSC19
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Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua:
Enhancing Stock Movement Prediction with Adversarial Training. IJCAI 2019: 5843-5849
[c158]
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  - conf/naacl/WangHLSL19
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Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li:
Adversarial Training for Weakly Supervised Event Detection. NAACL-HLT (1) 2019: 998-1008
[e8]
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  - conf/cncl/2019
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Maosong Sun, Xuanjing Huang, Heng Ji, Zhiyuan Liu, Yang Liu:
Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings. Lecture Notes in Computer Science 11856, Springer 2019, ISBN 978-3-030-32380-6 [contents]
[i68]
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  - journals/corr/abs-1901-09957
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Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Qiang Dong, Maosong Sun, Zhendong Dong:
OpenHowNet: An Open Sememe-based Lexical Knowledge Base. CoRR abs/1901.09957 (2019)
[i67]
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  - journals/corr/abs-1902-00756
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Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun:
Graph Neural Networks with Generated Parameters for Relation Extraction. CoRR abs/1902.00756 (2019)
[i66]
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  - journals/corr/abs-1905-07129
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Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu:
ERNIE: Enhanced Language Representation with Informative Entities. CoRR abs/1905.07129 (2019)
[i65]
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  - journals/corr/abs-1906-00247
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Junjie Huang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Maosong Sun:
COS960: A Chinese Word Similarity Dataset of 960 Word Pairs. CoRR abs/1906.00247 (2019)
[i64]
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  - journals/corr/abs-1906-06127
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Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun:
DocRED: A Large-Scale Document-Level Relation Extraction Dataset. CoRR abs/1906.06127 (2019)
[i63]
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  - journals/corr/abs-1907-04744
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Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun:
Modeling Semantic Compositionality with Sememe Knowledge. CoRR abs/1907.04744 (2019)
[i62]
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  - journals/corr/abs-1907-08937
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Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun:
Quantifying Similarity between Relations with Fact Distribution. CoRR abs/1907.08937 (2019)
[i61]
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  - journals/corr/abs-1908-01843
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Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun:
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. CoRR abs/1908.01843 (2019)
[i60]
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  - journals/corr/abs-1908-10554
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Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Explore Entity Embedding Effectiveness in Entity Retrieval. CoRR abs/1908.10554 (2019)
[i59]
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  - journals/corr/abs-1908-11007
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Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Neural Snowball for Few-Shot Relation Learning. CoRR abs/1908.11007 (2019)
[i58]
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  - journals/corr/abs-1909-00157
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Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun:
Improving Back-Translation with Uncertainty-based Confidence Estimation. CoRR abs/1909.00157 (2019)
[i57]
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  - journals/corr/abs-1909-08358
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Jiaju Du, Fanchao Qi, Maosong Sun:
Using BERT for Word Sense Disambiguation. CoRR abs/1909.08358 (2019)
[i56]
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  - journals/corr/abs-1909-13078
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Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun:
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. CoRR abs/1909.13078 (2019)
[i55]
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  - journals/corr/abs-1910-07124
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Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. CoRR abs/1910.07124 (2019)
[i54]
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  - journals/corr/abs-1910-08910
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Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun:
Enhancing Recurrent Neural Networks with Sememes. CoRR abs/1910.08910 (2019)
[i53]
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  - journals/corr/abs-1910-09796
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Zhenghao Liu, Chenyan Xiong, Maosong Sun:
Kernel Graph Attention Network for Fact Verification. CoRR abs/1910.09796 (2019)
[i52]
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  - journals/corr/abs-1910-12196
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Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun:
Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack. CoRR abs/1910.12196 (2019)
[i51]
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  - journals/corr/abs-1911-01622
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Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Adversarial Language Games for Advanced Natural Language Intelligence. CoRR abs/1911.01622 (2019)
[i50]
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  - journals/corr/abs-1911-02170
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  - https://dblp.org/rec/journals/corr/abs-1911-02170
Deming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun:
Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network. CoRR abs/1911.02170 (2019)
[i49]
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  - journals/corr/abs-1911-03627
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Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun:
Learning to Copy for Automatic Post-Editing. CoRR abs/1911.03627 (2019)
[i48]
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  - journals/corr/abs-1911-08962
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Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu:
CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain. CoRR abs/1911.08962 (2019)
[i47]
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  - journals/corr/abs-1911-11520
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Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Yang Liu:
Neural Machine Translation with Explicit Phrase Alignment. CoRR abs/1911.11520 (2019)
[i46]
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Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun:
JEC-QA: A Legal-Domain Question Answering Dataset. CoRR abs/1911.12011 (2019)
[i45]
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  - journals/corr/abs-1912-01795
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Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu:
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. CoRR abs/1912.01795 (2019)
[i44]
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Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun:
Learning to Predict Explainable Plots for Neural Story Generation. CoRR abs/1912.02395 (2019)
[i43]
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Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Multi-channel Reverse Dictionary Model. CoRR abs/1912.08441 (2019)
2018
[j24]
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Liner Yang, Meishan Zhang, Yang Liu, Maosong Sun, Nan Yu, Guohong Fu:
Joint POS Tagging and Dependence Parsing With Transition-Based Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 26(8): 1352-1358 (2018)
[j23]
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Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Zero-Shot Cross-Lingual Neural Headline Generation. IEEE ACM Trans. Audio Speech Lang. Process. 26(12): 2319-2327 (2018)
[c157]
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Xu Han, Zhiyuan Liu, Maosong Sun:
Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text. AAAI 2018: 4832-4839
[c156]
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Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. AAAI 2018: 5650-5657
[c155]
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Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Improving Neural Fine-Grained Entity Typing With Knowledge Attention. AAAI 2018: 5997-6004
[c154]
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  - conf/acl/SunLLJ18
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Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun:
Denoising Distantly Supervised Open-Domain Question Answering. ACL (1) 2018: 1736-1745
[c153]
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  - conf/acl/SunLXL18
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Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval. ACL (1) 2018: 2395-2405
[c152]
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Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin:
Incorporating Chinese Characters of Words for Lexical Sememe Prediction. ACL (1) 2018: 2439-2449
[c151]
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  - conf/coling/HuLT0S18
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Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
Few-Shot Charge Prediction with Discriminative Legal Attributes. COLING 2018: 487-498
[c150]
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Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Adversarial Multi-lingual Neural Relation Extraction. COLING 2018: 1156-1166
[c149]
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  - conf/conll/YiLS18
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Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Chinese Poetry Generation with a Salient-Clue Mechanism. CoNLL 2018: 241-250
[c148]
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  - conf/emnlp/HanCLLLSL18
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Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun, Juanzi Li:
OpenKE: An Open Toolkit for Knowledge Embedding. EMNLP (Demonstration) 2018: 139-144
[c147]
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  - conf/emnlp/QiLSZX018
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Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu:
Cross-lingual Lexical Sememe Prediction. EMNLP 2018: 358-368
[c146]
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Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang, Yang Liu:
Improving the Transformer Translation Model with Document-Level Context. EMNLP 2018: 533-542
[c145]
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  - conf/emnlp/XinZH0S18
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Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun:
Put It Back: Entity Typing with Language Model Enhancement. EMNLP 2018: 993-998
[c144]
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  - conf/emnlp/LiuWSCDL18
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Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin:
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension. EMNLP 2018: 2109-2118
[c143]
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  - conf/emnlp/HanYLSL18
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Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li:
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. EMNLP 2018: 2236-2245
[c142]
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  - conf/emnlp/YiSLL18
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Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li:
Automatic Poetry Generation with Mutual Reinforcement Learning. EMNLP 2018: 3143-3153
[c141]
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  - conf/emnlp/ZhongGTX0S18
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Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun:
Legal Judgment Prediction via Topological Learning. EMNLP 2018: 3540-3549
[c140]
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  - conf/emnlp/YangSYL18
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Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li:
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. EMNLP 2018: 3960-3969
[c139]
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Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin:
Language Modeling with Sparse Product of Sememe Experts. EMNLP 2018: 4642-4651
[c138]
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Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun:
FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. EMNLP 2018: 4803-4809
[c137]
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Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang:
Chinese Poetry Generation with a Working Memory Model. IJCAI 2018: 4553-4559
[c136]
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  - conf/nips/QiWW0S18
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Yi Qi, Qingyun Wu, Hongning Wang, Jie Tang, Maosong Sun:
Bandit Learning with Implicit Feedback. NeurIPS 2018: 7287-7297
[c135]
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  - conf/www/WuXS018
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Bin Wu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Query Suggestion with Feedback Memory Network. WWW 2018: 1563-1571
[e7]
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  - conf/cncl/2018
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Maosong Sun, Ting Liu, Xiaojie Wang, Zhiyuan Liu, Yang Liu:
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. Lecture Notes in Computer Science 11221, Springer 2018, ISBN 978-3-030-01715-6 [contents]
[i42]
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  - journals/corr/abs-1805-07591
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Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu:
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval. CoRR abs/1805.07591 (2018)
[i41]
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  - journals/corr/abs-1805-10959
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Xu Han, Zhiyuan Liu, Maosong Sun:
Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training. CoRR abs/1805.10959 (2018)
[i40]
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  - journals/corr/abs-1806-06349
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Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin:
Incorporating Chinese Characters of Words for Lexical Sememe Prediction. CoRR abs/1806.06349 (2018)
[i39]
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  - journals/corr/abs-1807-02478
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Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu:
CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction. CoRR abs/1807.02478 (2018)
[i38]
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  - journals/corr/abs-1809-04306
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Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang:
Chinese Poetry Generation with a Working Memory Model. CoRR abs/1809.04306 (2018)
[i37]
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  - journals/corr/abs-1809-04313
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Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Chinese Poetry Generation with a Salient-Clue Mechanism. CoRR abs/1809.04313 (2018)
[i36]
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  - journals/corr/abs-1809-06537
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Shangbang Long, Cunchao Tu, Zhiyuan Liu, Maosong Sun:
Automatic Judgment Prediction via Legal Reading Comprehension. CoRR abs/1809.06537 (2018)
[i35]
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  - journals/corr/abs-1810-03581
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Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang, Yang Liu:
Improving the Transformer Translation Model with Document-Level Context. CoRR abs/1810.03581 (2018)
[i34]
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  - journals/corr/abs-1810-05851
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Haoxi Zhong, Chaojun Xiao, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu:
Overview of CAIL2018: Legal Judgment Prediction Competition. CoRR abs/1810.05851 (2018)
[i33]
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  - journals/corr/abs-1810-09936
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Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua:
Improving Stock Movement Prediction with Adversarial Training. CoRR abs/1810.09936 (2018)
[i32]
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  - journals/corr/abs-1810-10147
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Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun:
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation. CoRR abs/1810.10147 (2018)
[i31]
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  - journals/corr/abs-1810-12387
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Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin:
Language Modeling with Sparse Product of Sememe Experts. CoRR abs/1810.12387 (2018)
[i30]
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  - journals/corr/abs-1811-01100
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Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun:
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization. CoRR abs/1811.01100 (2018)
[i29]
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  - journals/corr/abs-1811-04175
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Changhe Song, Cunchao Tu, Cheng Yang, Zhiyuan Liu, Maosong Sun:
CED: Credible Early Detection of Social Media Rumors. CoRR abs/1811.04175 (2018)
[i28]
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  - journals/corr/abs-1812-08434
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Jie Zhou, Ganqu Cui, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Graph Neural Networks: A Review of Methods and Applications. CoRR abs/1812.08434 (2018)
[i27]
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  - journals/corr/abs-1812-08933
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Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan:
Neural Diffusion Model for Microscopic Cascade Prediction. CoRR abs/1812.08933 (2018)
[i26]
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  - journals/corr/abs-1812-08972
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Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin:
COSINE: Compressive Network Embedding on Large-scale Information Networks. CoRR abs/1812.08972 (2018)
[i25]
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  - journals/corr/abs-1812-10901
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Yankai Lin, Xu Han, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Knowledge Representation Learning: A Quantitative Review. CoRR abs/1812.10901 (2018)
2017
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Liner Yang, Maosong Sun, Yong Cheng, Jiacheng Zhang, Zhenghao Liu, Huan-Bo Luan, Yang Liu:
Neural Parse Combination. J. Comput. Sci. Technol. 32(4): 749-757 (2017)
[j21]
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Ayana, Shiqi Shen, Yankai Lin, Cun-Chao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun:
Recent Advances on Neural Headline Generation. J. Comput. Sci. Technol. 32(4): 768-784 (2017)
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Shiqi Shen, Yang Liu, Maosong Sun:
Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation. J. Comput. Sci. Technol. 32(4): 796-804 (2017)
[j19]
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Liner Yang, Xinxiong Chen, Zhiyuan Liu, Maosong Sun:
Improving Word Representations with Document Labels. IEEE ACM Trans. Audio Speech Lang. Process. 25(4): 863-870 (2017)
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Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun:
PRISM: Profession Identification in Social Media. ACM Trans. Intell. Syst. Technol. 8(6): 81:1-81:16 (2017)
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Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang:
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories. ACM Trans. Inf. Syst. 35(4): 36:1-36:28 (2017)
[c134]
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Meng Zhang, Haoruo Peng, Yang Liu, Huan-Bo Luan, Maosong Sun:
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision. AAAI 2017: 3379-3385
[c133]
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Yankai Lin, Zhiyuan Liu, Maosong Sun:
Neural Relation Extraction with Multi-lingual Attention. ACL (1) 2017: 34-43
[c132]
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Yanzhuo Ding, Yang Liu, Huanbo Luan, Maosong Sun:
Visualizing and Understanding Neural Machine Translation. ACL (1) 2017: 1150-1159
[c131]
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Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun:
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization. ACL (1) 2017: 1514-1523
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Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun:
CANE: Context-Aware Network Embedding for Relation Modeling. ACL (1) 2017: 1722-1731
[c129]
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Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun:
Adversarial Training for Unsupervised Bilingual Lexicon Induction. ACL (1) 2017: 1959-1970
[c128]
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Yilin Niu, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Improved Word Representation Learning with Sememes. ACL (1) 2017: 2049-2058
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Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Generating Chinese Classical Poems with RNN Encoder-Decoder. CCL 2017: 211-223
[c126]
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Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Incorporating Relation Paths in Neural Relation Extraction. EMNLP 2017: 1768-1777
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Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun:
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction. EMNLP 2017: 1934-1945
[c124]
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Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun:
TransNet: Translation-Based Network Representation Learning for Social Relation Extraction. IJCAI 2017: 2864-2870
[c123]
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Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun:
Image-embodied Knowledge Representation Learning. IJCAI 2017: 3140-3146
[c122]
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Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu:
Fast Network Embedding Enhancement via High Order Proximity Approximation. IJCAI 2017: 3894-3900
[c121]
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Yong Cheng, Qian Yang, Yang Liu, Maosong Sun, Wei Xu:
Joint Training for Pivot-based Neural Machine Translation. IJCAI 2017: 3974-3980
[c120]
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Ruobing Xie, Xingchi Yuan, Zhiyuan Liu, Maosong Sun:
Lexical Sememe Prediction via Word Embeddings and Matrix Factorization. IJCAI 2017: 4200-4206
[c119]
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Hao Zhu, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Iterative Entity Alignment via Joint Knowledge Embeddings. IJCAI 2017: 4258-4264
[c118]
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