🧑‍🔬 Jiawei Han — all works

66 works · ← Jiawei Han

1. Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant OpinionsInternational Conference on Computational Linguistics (COLING)Kavita Ganesan, ChengXiang Zhai, Jiawei Han2010 · 612 citations
2. Large Language Models Can Self-ImproveConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 575 citations
3. Document-Level Event Argument Extraction by Conditional GenerationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sha Li, Heng Ji, Jiawei Han2021 · 433 citations
4. Empower Sequence Labeling with Task-Aware Neural Language ModelProceedings of the AAAI Conference on Artificial IntelligenceLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 425 citations
5. Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement LearningarXiv:2503.09516Bowen Jin, Hansi Zeng, Zhenrui Yue, et al.2025 · 322 citations
6. Learning Named Entity Tagger using Domain-Specific DictionaryConference on Empirical Methods in Natural Language Processing (EMNLP)Jingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 302 citations
7. Unsupervised Attributed Multiplex Network Embedding ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChanyoung Park et al.2020 · 291 citations
8. Text Classification Using Label Names Only: A Language Model Self-Training ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
9. Understanding the Difficulty of Training TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Liyuan Liu, Xiaodong Liu, Jianfeng Gao, et al.2020 · 231 citations
10. Generating Training Data with Language Models: Towards Zero-Shot Language UnderstandingarXiv:2202.04538Yu Meng, Jiaxin Huang, Yu Zhang, et al.2022 · 210 citations
11. Towards a Unified Multi-Dimensional Evaluator for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Ming Zhong, Yang Liu, Da Yin, et al.2022 · 208 citations
12. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMsarXiv:2310.01801Suyu Ge, Yunan Zhang, Liyuan Liu, et al.2023 · 202 citations
13. COCO-LM: Correcting and Contrasting Text Sequences for Language Model PretrainingarXiv:2102.08473Yu Meng, Chenyan Xiong, Payal Bajaj, et al.2021 · 198 citations
14. Liberal Event Extraction and Event Schema Induction ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLifu Huang et al.2016 · 185 citations
15. AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetXiang Ren et al.2016 · 184 citations
16. UniPELT: A Unified Framework for Parameter-Efficient Language Model TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Yuning Mao, Lambert Mathias, Rui Hou, et al.2022 · 165 citations
17. When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMsTransactions of the Association for Computational Linguistics (TACL)Ryo Kamoi, Yusen Zhang, Nan Zhang, et al.2024 · 161 citations
18. Generation-Augmented Retrieval for Open-domain Question AnsweringarXiv:2009.08553Yuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 151 citations
19. CrossWeigh: Training Named Entity Tagger from Imperfect Annotations ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetZihan Wang et al.2019 · 147 citations
20. Generation-Augmented Retrieval for Open-Domain Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYuning Mao et al.2021 · 145 citations
21. Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and BeyondIEEE Transactions on Knowledge and Data EngineeringFangzhi Xu, Qika Lin, Jiawei Han, et al.2023 · 142 citations
22. Few-Shot Named Entity Recognition: An Empirical Baseline Study ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJiaxin Huang et al.2021 · 140 citations
23. COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetQingyun Wang et al.2021 · 140 citations
24. Hierarchical Text Classification with Reinforced Label Assignment ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetYuning Mao et al.2019 · 134 citations
25. Scaling Deep Contrastive Learning Batch Size under Memory Limited SetupWorkshop on Representation Learning for NLPLuyu Gao, Yunyi Zhang, Jiawei Han, et al.2021 · 131 citations
26. Weakly-Supervised Hierarchical Text Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMeng Yu et al.2019 · 121 citations
27. Don't Make Your LLM an Evaluation Benchmark Cheater ↗arXiv:2311.01964 · no summary yetKun Zhou et al.2023 · 112 citations
28. Mining evidences for named entity disambiguation ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYang Li et al.2013 · 101 citations
29. Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetYiqing Xie et al.2022 · 99 citations
30. Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetYu Meng et al.2021 · 90 citations
31. Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on GraphsFindings of the Association for Computational LinguisticsBowen Jin, Chulin Xie, Jiawei Zhang, et al.2024 · 89 citations
32. Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetLiyuan Liu et al.2017 · 88 citations
33. The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetManling Li et al.2021 · 87 citations
34. Text Classification with Heterogeneous Information Network Kernels ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenguang Wang et al.2016 · 84 citations
35. RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetHaoyang Wen et al.2021 · 83 citations
36. MART: Improving LLM Safety with Multi-round Automatic Red-TeamingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Suyu Ge, Chunting Zhou, Rui Hou, et al.2024 · 82 citations
37. TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJiaming Shen et al.2021 · 80 citations
38. SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYuxin Xiao et al.2022 · 72 citations
39. Biomedical Event Extraction based on Knowledge-driven Tree-LSTM ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetDiya Li et al.2019 · 71 citations
40. Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJiaxin Huang et al.2020 · 63 citations
41. Universal Graph Convolutional Networks ↗neural information processing systems · no summary yetDi Jin et al.2021 · 55 citations
42. On Bayesian interpretation of fact-finding in information networks ↗no summary yetDong Wang et al.2011 · 54 citations
43. Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetChenguang Wang et al.2015 · 53 citations
44. Chemical-Reaction-Aware Molecule Representation Learning ↗arXiv (Cornell University) · no summary yetHongwei Wang et al.2021 · 40 citations
45. RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations · no summary yetXinya Du et al.2022 · 38 citations
46. Entity Disambiguation with Linkless Knowledge Bases ↗International World Wide Web Conference (WWW) · no summary yetYang Li et al.2016 · 31 citations
47. GLEN: General-Purpose Event Detection for Thousands of Types ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetSha Li et al.2023 · 28 citations
48. Event Time Extraction and Propagation via Graph Attention Networks ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetHaoyang Wen et al.2021 · 27 citations
49. CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description ↗Theory and applications of categories · no summary yetTaylor Cassidy et al.2011 · 27 citations
50. Arabic Named Entity Recognition: What Works and What's NextArabic Natural Language Processing Workshop (WANLP)Liyuan Liu, Jingbo Shang, Jiawei Han2019 · 24 citations
51. Debiasing Crowdsourced Batches ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetHonglei Zhuang et al.2015 · 23 citations
52. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetPriyanka Kargupta et al.2024 · 16 citations
53. Apollo: Towards factfinding in participatory sensing ↗no summary yetHieu Khac Le et al.2011 · 16 citations
54. Compositional Data Augmentation for Abstractive Conversation Summarization ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSiru Ouyang et al.2023 · 13 citations
55. s3: You Don't Need That Much Data to Train a Search Agent via RLConference on Empirical Methods in Natural Language Processing (EMNLP)Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, et al.2025 · 12 citations
56. World Knowledge as Indirect Supervision for Document Clustering ↗ACM Transactions on Knowledge Discovery from Data · no summary yetChenguang Wang et al.2016 · 12 citations
57. Channeling the deluge ↗Proceedings of the ... ACM International Conference on Information & Knowledge Management · no summary yetPaul N. Bennett et al.2013 · 11 citations
58. DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetNishant Balepur et al.2023 · 7 citations
59. Constrained information-theoretic tripartite graph clustering to identify semantically similar relations ↗Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yetChenguang Wang et al.2015 · 7 citations
60. Representation Deficiency in Masked Language Modeling ↗arXiv (Cornell University) · no summary yetMeng Yu et al.2023 · 6 citations
61. Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word EmbeddingsAhmed El-Kishky, Xingyu Fu, Aseel Addawood, et al.Ancient Hebrew · 6 citations
62. RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetKhanh Duy Nguyen et al.2023 · 4 citations
63. PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetJianhao Shen et al.2022 · 4 citations
64. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and BenchmarkingFindings of the Association for Computational LinguisticsJiaru Zou, Dongqi Fu, Sirui Chen, et al.2026 · 3 citations
65. Grounding Agent Memory in Contextual IntentFindings of the Association for Computational LinguisticsRuozhen Yang, Yucheng Jiang, Yueqi Jiang, et al.2026 · 1 citation
66. Zero-Shot Open-Schema Entity Structure Discovery ↗Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXueqiang Xu et al.2026

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