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ORCIDJuan-Zi Li
Juanzi Li
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- affiliation: Tsinghua University, Beijing, China
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2020 – today
- 2023
[j42]Hongyin Zhu
, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao:
Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation. Expert Syst. Appl. 215: 119369 (2023)- [j41]Yakun Li, Lei Hou, Dongmei Li, Juanzi Li:
HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph. Expert Syst. Appl. 233: 120963 (2023) - [j40]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) - [j39]Yakun Li, Lei Hou, Juanzi Li:
Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph. ACM Trans. Inf. Syst. 41(3): 80:1-80:26 (2023) - [c234]Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai:
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. AAAI 2023: 13400-13408 - [c233]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. ACL (demo) 2023: 179-189 - [c232]Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang, Cuiping Li, Hong Chen, Juanzi Li:
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering. ACL (1) 2023: 1002-1017 - [c231]Yong Guan, Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Juanzi Li, Ru Li:
Trigger-Argument based Explanation for Event Detection. ACL (Findings) 2023: 5046-5058 - [c230]Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen:
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. ACL (Findings) 2023: 9206-9227 - [c229]Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li, Zhifang Sui:
Learn to Not Link: Exploring NIL Prediction in Entity Linking. ACL (Findings) 2023: 10846-10860 - [c228]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou:
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. ACL (Findings) 2023: 11689-11707 - [c227]Mengying Lu, Yuquan Wang, Jifan Yu, Yexing Du, Lei Hou, Juanzi Li:
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline. ACL (1) 2023: 13044-13059 - [c226]Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Tian:
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. ACL (1) 2023: 14556-14570 - [c225]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CIKM 2023: 4843-4849 - [c224]Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li, Jie Tang:
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. CIKM 2023: 5391-5395 - [c223]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou:
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. ICML 2023: 1472-1491 - [c222]Jing Zhang, Xiaokang Zhang, Daniel Zhang-Li, Jifan Yu, Zijun Yao, Zeyao Ma, Yiqi Xu, Haohua Wang, Xiaohan Zhang, Nianyi Lin, Sunrui Lu, Juanzi Li, Jie Tang:
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. KDD 2023: 5564-5575 - [c221]Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. SIGIR 2023: 2924-2934 - [e10]Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, Juanzi Li:
The Semantic Web - ISWC 2023 - 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14265, Springer 2023, ISBN 978-3-031-47239-8 [contents] - [e9]Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, Juanzi Li:
The Semantic Web - ISWC 2023 - 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14266, Springer 2023, ISBN 978-3-031-47242-8 [contents] - [i80]Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu:
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. CoRR abs/2301.06841 (2023) - [i79]Jing Zhang, Xiaokang Zhang, Daniel Zhang-li, Jifan Yu, Zijun Yao, Zeyao Ma, Yiqi Xu, Haohua Wang, Xiaohan Zhang, Nianyi Lin, Sunrui Lu, Juanzi Li, Jie Tang:
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. CoRR abs/2302.14401 (2023) - [i78]Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Yuxiao Dong, Bin Xu, Lei Hou, Juanzi Li, Jie Tang, Weidong Guo, Hui Liu, Yu Xu:
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. CoRR abs/2303.14655 (2023) - [i77]Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. CoRR abs/2304.02205 (2023) - [i76]Shangqing Tu, Chunyang Li, Jifan Yu, Xiaozhi Wang, Lei Hou, Juanzi Li:
ChatLog: Recording and Analyzing ChatGPT Across Time. CoRR abs/2304.14106 (2023) - [i75]Ji Qi, Chuchun Zhang, Xiaozhi Wang, Kaisheng Zeng, Jifan Yu, Jinxin Liu, Jiuding Sun, Yuxiang Chen, Lei How, Juanzi Li, Bin Xu:
Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. CoRR abs/2305.13981 (2023) - [i74]Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Jiaxin Shi, Qi Tian, Juanzi Li, Lei Hou:
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. CoRR abs/2305.15056 (2023) - [i73]Fangwei Zhu, Jifan Yu, Hailong Jin, Juanzi Li, Lei Hou, Zhifang Sui:
Learn to Not Link: Exploring NIL Prediction in Entity Linking. CoRR abs/2305.15725 (2023) - [i72]Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou:
Benchmarking Foundation Models with Language-Model-as-an-Examiner. CoRR abs/2306.04181 (2023) - [i71]Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen:
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. CoRR abs/2306.06918 (2023) - [i70]Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li:
KoLA: Carefully Benchmarking World Knowledge of Large Language Models. CoRR abs/2306.09296 (2023) - [i69]Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang, Cuiping Li, Hong Chen, Juanzi Li:
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering. CoRR abs/2306.14722 (2023) - [i68]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding. CoRR abs/2307.03115 (2023) - [i67]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. CoRR abs/2307.03130 (2023) - [i66]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CoRR abs/2308.05935 (2023) - [i65]Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li:
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. CoRR abs/2308.14508 (2023) - [i64]Weihan Wang, Zhen Yang, Bin Xu, Juanzi Li, Yankui Sun:
ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation. CoRR abs/2308.16689 (2023) - [i63]Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li:
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. CoRR abs/2309.14258 (2023) - [i62]Yuze He, Yushi Bai, Matthieu Lin, Wang Zhao, Yubin Hu, Jenny Sheng, Ran Yi, Juanzi Li, Yong-Jin Liu:
T3Bench: Benchmarking Current Progress in Text-to-3D Generation. CoRR abs/2310.02977 (2023) - [i61]Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou:
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. CoRR abs/2310.08172 (2023) - [i60]Ji Qi, Kaixuan Ji, Jifan Yu, Duokang Wang, Bin Xu, Lei Hou, Juanzi Li:
BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation. CoRR abs/2310.10586 (2023) - [i59]Ji Qi, Kaixuan Ji, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Bin Xu:
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment. CoRR abs/2310.10590 (2023) - [i58]Weihan Wang, Qingsong Lv, Wenmeng Yu, Wenyi Hong, Ji Qi, Yan Wang, Junhui Ji, Zhuoyi Yang, Lei Zhao, Xixuan Song, Jiazheng Xu, Bin Xu, Juanzi Li, Yuxiao Dong, Ming Ding, Jie Tang:
CogVLM: Visual Expert for Pretrained Language Models. CoRR abs/2311.03079 (2023) - [i57]Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou, Juanzi Li:
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models. CoRR abs/2311.07138 (2023) - [i56]Hao Peng, Xiaozhi Wang, Jianhui Chen, Weikai Li, Yunjia Qi, Zimu Wang, Zhili Wu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li:
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks. CoRR abs/2311.08993 (2023) - [i55]Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li:
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. CoRR abs/2311.09105 (2023) - 2022
- [j38]Yakun Li, Qiang Wu, Lei Hou, Juanzi Li:
Entity knowledge transfer-oriented dual-target cross-domain recommendations. Expert Syst. Appl. 195: 116591 (2022) - [c220]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 - [c219]Daniel Zhang-li, Jing Zhang, Jifan Yu, Xiaokang Zhang, Peng Zhang, Jie Tang, Juanzi Li:
HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese. ACL (demo) 2022: 214-223 - [c218]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 - [c217]Hailong Jin, Tiansi Dong, Lei Hou, Juanzi Li, Hui Chen, Zelin Dai, Yincen Qu:
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL (Findings) 2022: 3071-3081 - [c216]Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. ACL (Findings) 2022: 3570-3581 - [c215]Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang:
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. ACL (1) 2022: 6101-6119 - [c214]Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao:
Program Transfer for Answering Complex Questions over Knowledge Bases. ACL (1) 2022: 8128-8140 - [c213]Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng:
Interactive Contrastive Learning for Self-Supervised Entity Alignment. CIKM 2022: 2465-2475 - [c212]Kaijie Shi, Xiaozhi Wang, Jifan Yu, Lei Hou, Juanzi Li, Jingtong Wu, Dingyu Yong, Jinghui Xiao, Qun Liu:
CStory: A Chinese Large-scale News Storyline Dataset. CIKM 2022: 4475-4479 - [c211]Shangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou, Jian-Yun Nie:
UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor. COLING 2022: 6315-6326 - [c210]Xin Lv, Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li:
Triple-as-Node Knowledge Graph and Its Embeddings. DASFAA (1) 2022: 107-121 - [c209]Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. EMNLP 2022: 926-941 - [c208]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. EMNLP 2022: 1649-1662 - [c207]Xirui Ke, Jing Zhang, Xin Lv, Yiqi Xu, Shulin Cao, Cuiping Li, Hong Chen, Juanzi Li:
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering. EMNLP (Findings) 2022: 1844-1856 - [c206]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. EMNLP 2022: 5015-5035 - [c205]Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai:
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. EMNLP 2022: 5848-5865 - [c204]Jinxin Liu, Jiaxin Shi, Ji Qi, Lei Hou, Juanzi Li, Qi Tian:
ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms. EMNLP (Findings) 2022: 6193-6206 - [c203]Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu:
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. EMNLP (Findings) 2022: 6245-6257 - [c202]Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim:
Prompt-learning for Fine-grained Entity Typing. EMNLP (Findings) 2022: 6888-6901 - [c201]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Dependency Parsing via Sequence Generation. EMNLP (Findings) 2022: 7339-7353 - [c200]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP 2022: 11132-11152 - [c199]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, Jie Tang:
XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation. KDD 2022: 4422-4432 - [c198]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 - [c197]Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li:
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. NAACL-HLT 2022: 3970-3982 - [i54]Hao Peng, Hang Li, Lei Hou, Juanzi Li, Chao Qiao:
Multimodal Entity Tagging with Multimodal Knowledge Base. CoRR abs/2201.00693 (2022) - [i53]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. CoRR abs/2201.06206 (2022) - [i52]Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng:
ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment. CoRR abs/2201.06225 (2022) - [i51]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Schema-Free Dependency Parsing via Sequence Generation. CoRR abs/2201.12407 (2022) - [i50]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) - [i49]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) - [i48]Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai:
GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation. CoRR abs/2205.12078 (2022) - [i47]Zhijian Ou, Junlan Feng, Juanzi Li, Yakun Li, Hong Liu, Hao Peng, Yi Huang, Jiangjiang Zhao:
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems. CoRR abs/2207.02657 (2022) - [i46]Qingyang Zhong, Jifan Yu, Zheyuan Zhang, Yiming Mao, Yuquan Wang, Yankai Lin, Lei Hou, Juanzi Li, Jie Tang:
Towards a General Pre-training Framework for Adaptive Learning in MOOCs. CoRR abs/2208.04708 (2022) - [i45]Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, Junlan Feng:
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset. CoRR abs/2209.13464 (2022) - [i44]Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai:
Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing. CoRR abs/2210.01425 (2022) - [i43]Ji Qi, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou:
ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction. CoRR abs/2210.03949 (2022) - [i42]Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li:
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension. CoRR abs/2210.05921 (2022) - [i41]Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li:
EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph. CoRR abs/2210.12228 (2022) - [i40]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. CoRR abs/2211.04079 (2022) - [i39]Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li:
A Survey of Knowledge-Enhanced Pre-trained Language Models. CoRR abs/2211.05994 (2022) - [i38]Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. CoRR abs/2211.07342 (2022) - [i37]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR abs/2211.07349 (2022) - [i36]Yushi Bai, Xin Lv, Juanzi Li, Lei Hou:
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. CoRR abs/2212.09567 (2022) - 2021
- [j37]Kaisheng Zeng, Chengjiang Li, Lei Hou, Juanzi Li, Ling Feng:
A comprehensive survey of entity alignment for knowledge graphs. AI Open 2: 1-13 (2021) - [j36]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) - [j35]Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang:
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. Trans. Assoc. Comput. Linguistics 9: 176-194 (2021) - [c196]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 - [c195]Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. ACL/IJCNLP (1) 2021: 2770-2781 - [c194]Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui:
TWAG: A Topic-Guided Wikipedia Abstract Generator. ACL/IJCNLP (1) 2021: 4623-4635 - [c193]Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juanzi Li:
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. ACL/IJCNLP (1) 2021: 6236-6247 - [c192]Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou:
CLEVE: Contrastive Pre-training for Event Extraction. ACL/IJCNLP (1) 2021: 6283-6297 - [c191]Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang:
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. ACL/IJCNLP (1) 2021: 6855-6865 - [c190]Kaijie Shi, Jiaxin Shi, Yu Zhou, Lei Hou, Juanzi Li:
Iterative Strict Density-Based Clustering for News Stream. CCIR 2021: 88-99 - [c189]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 - [c188]Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang:
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. EMNLP (1) 2021: 4149-4158 - [c187]Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai:
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. EMNLP (1) 2021: 8899-8911 - [c186]Jiawang Xie, Zhenhao Dong, Qinghua Wen, Hongyin Zhu, Hailong Jin, Lei Hou, Juanzi Li:
Construction of Multimodal Chinese Tourism Knowledge Graph. ICPCSEE (2) 2021: 16-29 - [c185]Yiming Mao, Bin Xu, Jifan Yu, Yifan Fang, Jie Yuan, Juanzi Li, Lei Hou:
Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems. ICPCSEE (2) 2021: