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🔎 Information extraction

75 papers · page 2 of 2 · 26–75 · the most cited first · all topics

Pulling facts out of text: relations, events, attributes and the slots of a record.

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  1. Relation Extraction: Perspective from Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 590 citations
  2. Refining Event Extraction through Cross-Document InferenceHeng Ji, Ralph Grishman2008 · 577 citations
  3. Event Detection and Domain Adaptation with Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 554 citations
  4. Cross-Sentence N-ary Relation Extraction with Graph LSTMsNanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 553 citations
  5. Using Predicate-Argument Structures for Information ExtractionMihai Surdeanu, Sanda Harabagiu, John Williams, et al.2003 · 491 citations
  6. Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
  7. Modeling Joint Entity and Relation Extraction with Table RepresentationMakoto Miwa, Yutaka Sasaki2014 · 443 citations
  8. Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
  9. A general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.2019 · 427 citations
  10. Event Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.2020 · 420 citations
  11. Using Document Level Cross-Event Inference to Improve Event ExtractionShasha Liao, Ralph Grishman2010 · 407 citations
  12. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  13. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 379 citations
  14. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionYaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
  15. Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, et al.2016 · 357 citations
  16. Simple BERT Models for Relation Extraction and Semantic Role LabelingPeng Shi, Jimmy Lin2019 · 340 citations
  17. Using Cross-Entity Inference to Improve Event ExtractionYu Hong, Jianfeng Zhang, Bin Ma, et al.2011 · 321 citations
  18. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  19. Distant Supervision for Relation Extraction with an Incomplete Knowledge BaseBonan Min, Ralph Grishman, Li Wan, et al.2013 · 299 citations
  20. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence TaggerMassimiliano Ciaramita, Yasemin Altun2006 · 295 citations
  21. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang, Wei Lu2020 · 286 citations
  22. ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPTXiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen; Meishan Zhang; Yong Jiang;, Wenjuan Han2023 · 272 citations
  23. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  24. MAVEN: A Massive General Domain Event Detection DatasetXiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 259 citations
  25. GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsZhen Wan, Fei Cheng, Zhuoyuan Mao, et al.2023 · 252 citations
  26. Event Extraction as Multi-turn Question AnsweringFayuan Li, Weihua Peng, Yuguang Chen, et al.2020 · 250 citations
  27. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelI-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
  28. A Language-Independent Neural Network for Event DetectionXiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
  29. SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 217 citations
  30. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig2020 · 212 citations
  31. InstructUIE: Multi-task Instruction Tuning for Unified Information ExtractionXiao Wang, Weikang Zhou, Can Zu, et al.2023 · 194 citations
  32. Event Detection and Co-reference with Minimal SupervisionHaoruo Peng, Yangqiu Song, Dan Roth2016 · 180 citations
  33. Leveraging FrameNet to Improve Automatic Event DetectionShulin Liu, Yubo Chen, Shizhu He, et al.2016 · 163 citations
  34. Event coreference for information extractionKevin Humphreys, Robert Gaizauskas, Saliha Azzam1997 · 116 citations
  35. GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionOscar Sainz, Iker Garcia-Ferrero, Rodrigo Agerri, et al.2023 · 114 citations
  36. Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei Lu2022 · 102 citations
  37. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
  38. Probabilistic Coreference in Information ExtractionAndrew Kehler1997 · 74 citations
  39. SinoCoreferencer: An End-to-End Chinese Event Coreference ResolverChen Chen, Vincent Ng2014 · 32 citations
  40. Coreference Resolution for Information ExtractionDmitry Zelenko, Chinatsu Aone, Jason Tibbetts2004 · 28 citations
  41. Event Detection Using Frame-Semantic ParserEvangelia Spiliopoulou, Eduard Hovy, Teruko Mitamura2017 · 17 citations
  42. Event Extraction from Unstructured Amharic TextEphrem Tadesse, Rosa Tsegaye, Kuulaa Qaqqabaa2020 · 4 citations
  43. Pragmatic information extraction from subject ellipsis in informal EnglishShigeko Nariyama2006 · 3 citations
  44. EPOP: A Benchmark Corpus for Assessing NLP Models on Structured Information Extraction in Plant HealthClaire Nedellec, Marine Courtin, Xinzhi Yao, et al.2026 · 1 citation
  45. A Novel Synthetic Dataset for Few-Shot Legal Relation Extraction in GermanShiva Banasaz Nouri, Elena Leitner, Julian Moreno-Schneider, et al.2026
  46. A Study on Building Efficient Zero-Shot Relation Extraction ModelsHugo THOMAS, Caio Corro, Guillaume Gravier, et al.2026
  47. Benchmarking Portuguese Open Information ExtractionGabriel Silva, Mário Rodrigues, António Teixeira, et al.2026
  48. Do LLMs Use Relational Structure in KG-Grounded Dialogue? Evidence from Entity and Relation PerturbationDominic Okonkwo, Ismailcem Budak Arpinar2026
  49. Generative Information Extraction from Biographical SourcesRobin Winkle, Manfred Stede, Jörn Kreutel2026
  50. RelEx-PT: A Portuguese Sentence-Level Relation Extraction DatasetTomás Pinto, Catarina Silva, Hugo Goncalo Oliveira2026

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