🧑‍🔬 Heng Ji — all works

70 works · ← Heng Ji

1. Joint Event Extraction via Structured Prediction with Global FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Qi Li, Heng Ji, Liang Huang2013 · 682 citations
2. Cross-lingual Name Tagging and Linking for 282 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 670 citations
3. Incremental Joint Extraction of Entity Mentions and RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Qi Li, Heng Ji2014 · 649 citations
4. A Joint Neural Model for Information Extraction with Global FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Ying Lin, Heng Ji, Fei Huang, et al.2020 · 602 citations
5. Refining Event Extraction through Cross-Document InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Heng Ji, Ralph Grishman2008 · 578 citations
6. 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
7. Visual Attention Model for Name Tagging in Multimodal Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL)Di Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 361 citations
8. Efficient Attentions for Long Document SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Luyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 336 citations
9. 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
10. Zero-Shot Transfer Learning for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 273 citations
11. Factuality Challenges in the Era of Large Language ModelsNature Machine IntelligenceIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 243 citations
12. Translation between Molecules and Natural LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Carl Edwards, Tuan Lai, Kevin Ros, et al.2022 · 238 citations
13. A Language-Independent Neural Network for Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
14. 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
15. Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Manling Li, Lingyu Zhang, Heng Ji, et al.2019 · 190 citations
16. Executable Code Actions Elicit Better LLM AgentsarXiv:2402.01030Xingyao Wang, Yangyi Chen, Lifan Yuan, et al.2024 · 165 citations
17. Graph-based Event Coreference ResolutionProceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing (TextGraphs-4)Zheng Chen, Heng Ji2009 · 151 citations
18. Unsupervised Entity Linking with Abstract Meaning Representation ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetXiaoman Pan et al.2015 · 149 citations
19. MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackarXiv:2309.10691Xingyao Wang, Zihan Wang, Jiateng Liu, et al.2023 · 141 citations
20. A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYing Lin et al.2018 · 141 citations
21. Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationarXiv:2307.05300Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, et al.2023 · 140 citations
22. 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
23. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujia Qin, Yankai Lin, Ryuichi Takanobu, et al.2021 · 139 citations
24. Text2Mol: Cross-Modal Molecule Retrieval with Natural Language QueriesConference on Empirical Methods in Natural Language Processing (EMNLP)Carl Edwards, ChengXiang Zhai, Heng Ji2021 · 132 citations
25. Code4Struct: Code Generation for Few-Shot Event Structure PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xingyao Wang, Sha Li, Heng Ji2023 · 128 citations
26. Connecting the Dots: Event Graph Schema Induction with Path Language Modeling ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetManling Li et al.2020 · 119 citations
27. Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZixuan Zhang, Heng Ji2021 · 111 citations
28. New Tools for Web-Scale N-grams ↗Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10) · no summary yetDekang Lin et al.2010 · 110 citations
29. Cross-lingual Structure Transfer for Relation and Event Extraction ↗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 yetAnanya Subburathinam et al.2019 · 106 citations
30. GAIA: A Fine-grained Multimedia Knowledge Extraction System ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetManling Li et al.2020 · 97 citations
31. Learning Shared Semantic Space for Speech-to-Text Translation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetChi Han et al.2021 · 96 citations
32. LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chi Han, Qifan Wang, Hao Peng, et al.2024 · 95 citations
33. 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
34. InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ↗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 yetYi Fung et al.2021 · 88 citations
35. A Pairwise Event Coreference Model, Feature Impact and Evaluation for Event Coreference ResolutionProceedings of the Workshop on Events in Emerging Text TypesZheng Chen, Heng Ji, Robert Haralick2009 · 88 citations
36. 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
37. Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ↗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 yetTuan Lai et al.2021 · 80 citations
38. CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR ParserInternational Workshop on Semantic Evaluation (SemEval)Chuan Wang, Sameer Pradhan, Xiaoman Pan, et al.2016 · 80 citations
39. Semi-supervised New Event Type Induction and Event Detection ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetLifu Huang, Heng Ji2020 · 79 citations
40. CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language ModelsFindings of the Association for Computational LinguisticsCheng Qian, Chi Han, Yi Fung, et al.2023 · 75 citations
41. PaperRobot: Incremental Draft Generation of Scientific Ideas ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetQingyun Wang et al.2019 · 75 citations
42. MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents ↗arXiv:2503.01935 · no summary yetKunlun Zhu et al.2025 · 69 citations
43. Using Semantic Relations to Refine Coreference DecisionsHuman Language Technology Conference (HLT)Heng Ji, David Westbrook, Ralph Grishman2005 · 67 citations
44. Massively Multi-Cultural Knowledge Acquisition & LM BenchmarkingarXiv:2402.09369Yi Fung, Ruining Zhao, Jae Doo, et al.2024 · 56 citations
45. RM-R1: Reward Modeling as ReasoningarXiv:2505.02387Xiusi Chen, Gaotang Li, Ziqi Wang, et al.2025 · 49 citations
46. Word Embeddings Are Steers for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chi Han, Jialiang Xu, Manling Li, et al.2024 · 49 citations
47. A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tuan Lai, Heng Ji, Trung Bui, et al.2021 · 48 citations
48. The Gun Violence Database: A new task and data set for NLP ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetEllie Pavlick et al.2016 · 47 citations
49. Discovery with Data: Leveraging Statistics with Computer Science to Transform Science and Society ↗no summary yetCynthia D Rudin et al.2014 · 35 citations
50. Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ↗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 yetZixuan Zhang et al.2021 · 33 citations
51. MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRevanth Gangi Reddy et al.2022 · 32 citations
52. Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSha Li et al.2022 · 31 citations
53. Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data RefinementInternational Conference on Computational Linguistics (COLING)Chenkai Sun, Ke Yang, Revanth Gangi Reddy, et al.2025 · 29 citations
54. NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetRevanth Gangi Reddy et al.2022 · 27 citations
55. 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
56. CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description ↗Theory and applications of categories · no summary yetTaylor Cassidy et al.2011 · 27 citations
57. Aligning LLMs with Individual Preferences via InteractionInternational Conference on Computational Linguistics (COLING)Shujin Wu, Yi R. Fung, Cheng Qian, et al.2025 · 24 citations
58. ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback ↗arXiv:2402.10980 · no summary yetHenry W. Sprueill et al.2024 · 24 citations
59. Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetZixuan Zhang et al.2023 · 24 citations
60. Re-Ranking Algorithms for Name Tagging ↗Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing · no summary yetHeng Ji, Cynthia Rudin, Ralph Grishman2006 · 23 citations
61. Understanding Emergent In-Context Learning from a Kernel Regression PerspectivearXiv:2305.12766Chi Han, Ziqi Wang, Han Zhao, et al.2023 · 21 citations
62. Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
63. GENE: Global Event Network Embedding ↗Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15) · no summary yetQi Zeng et al.2021 · 12 citations
64. New Frontiers of Information Extraction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts · no summary yetMuhao Chen et al.2022 · 8 citations
65. 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
66. Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs ↗arXiv (Cornell University) · no summary yetSha Li et al.2022 · 4 citations
67. Current Agents Fail to Leverage World Model as Tool for ForesightAnnual Meeting of the Association for Computational Linguistics (ACL)Cheng Qian, Emre Can Acikgoz, Bingxuan Li, et al.2026 · 1 citation
68. Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisConference of the European Chapter of the Association for Computational Linguistics (EACL)Shuhaib Mehri, Xiusi Chen, Heng Ji, et al.2026
69. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yetGuangwei Zhang et al.2026
70. A Roadmap for Alignable Algorithmic Decision-Makers in the Medical Triage Domain ↗IEEE Conference on Artificial Intelligence (CAI) · no summary yetBrian Hu et al.2025

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