Event Extraction

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15 papers2 papers in the last four weeks, down 60% on the four weeks before. 0.0% of all new papers.

  1. TimelineAgent: An LLM-based Framework for Query-Centric Event Timeline Extraction Across Multiple Documents

    Oct 19, 2026Qingkai Min, Yunxin Bao, Yifeng Lu +4Event ExtractionLLM Information Extraction

    Zhejiang University · School of Engineering, Westlake University · Institute of Advanced Technology, Westlake Institute for Advanced Study +3

  2. Calibrated Typed Decisions for Entity, Relation, and Event Extraction

    Oct 12, 2026Yang Wang, Hanlin Xiao, Yanan Ma +2Event ExtractionDocument Information Extraction

    University of Manchester · Mayo Clinic · Shanghai University of Finance and Economics

  3. EAGER: Enhancing Generative Event Extraction via Reinforcement Learning with Verifiable Rewards

    Sep 24, 2026Omar Adjali, Siting Liang, Omair Shahzad Bhatti +1RL for Language ModelsDocument Information Extraction

    German Research Center for Artificial Intelligence (DFKI), Germany · Carl von Ossietzky Universität Oldenburg, Germany

  4. From UNDRR Reports to Event Records: Schema-Constrained LLM Extraction of Georeferenced Disasters

    Sep 20, 2026Camilla Andreozzi, Phuong-Anh Nguyen-Le, Zhijing Jin +1Document Information ExtractionLLM Information Extraction

    ETH Zürich · United Nations Office for Disaster Risk Reduction (UNDRR) · University of Maryland +2

  5. CMNIE: An Information Extraction Benchmark for Chinese Military News

    Sep 9, 2026Yan Yu, Mengna Zhu, Zhenyu Song +3Relation ExtractionEvent Extraction

    Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, China

  6. ROBE: Reversed-Order-Biased-Experts for Extracting Extreme Long-tail Events from Historical Texts

    Aug 25, 2026Stella Verkijk, Piek VossenLong-Tailed ClassificationEvent Extraction

    Vrije Universiteit Amsterdam · Huygens Instituut

  7. A Scalable Cross-Domain Event Extraction System via a Unified Generative Training Framework

    Aug 24, 2026Siting Liang, Omar Adjali, Omair Shahzad Bhatti +1Event ExtractionDocument Information Extraction

    German Research Center for Artificial Intelligence · Carl von Ossietzky University of Oldenburg

  8. A Multi-Domain and Multi-Task Generative Framework with Explicit Task and Domain Conditioning for Cross-Domain Event Extraction

    Aug 24, 2026Siting Liang, Omar Adjali, Daniel SonntagEvent ExtractionDocument Information Extraction

    German Research Center for Artificial Intelligence · Carl von Ossietzky University of Oldenburg

  9. Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning

    Jul 18, 2026Roberto Pietrantuono, Antonio Guerriero, Pouya SattariDocument Information ExtractionLLM Information Extraction

    University of Naples Federico II, Naples, Italy · University of Salerno, Fisciano, Italy

  10. Evaluation Pitfalls and Challenges in Multimedia Event Extraction

    Jun 25, 2026Philipp Seeberger, Steffen Freisinger, Tobias Bocklet +1Multimodal GroundingMultimodal Model Evaluation

    Technische Hochschule Nürnberg Georg Simon Ohm

  11. Ontology for Policing: Conceptual Knowledge Learning for Semantic Understanding and Reasoning in Law Enforcement Reports

    May 15, 2026Anita Srbinovska, Jansen Orfan, Adrian Martin +1KG ConstructionEvent Extraction

    Office of Business Intelligence Rochester Police Department Rochester, NY, USA · Department of Computer Science Rochester Institute of Technology Rochester, NY, USA · School of Mathematics and Statistics Rochester Institute of Technology Rochester, NY, USA

  12. Temporal Reasoning Is Not the Bottleneck: A Probabilistic Inconsistency Framework for Neuro-Symbolic QA

    May 5, 2026Tran Quang LiemEvent ExtractionTemporal Reasoning

    Mathematics · VNUHCM - HIGH SCHOOL FOR THE GIFTED · Ho Chi Minh City, Vietnam

  13. EVENT5Ws: A Large Dataset for Open-Domain Event Extraction from Documents

    Apr 23, 2026Praval Sharma, Ashok Samal, Leen-Kiat Soh +1Document Information ExtractionEvent Extraction

    University of Nebraska Omaha, USA · University of Nebraska–Lincoln, USA · The Citadel, USA

  14. A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents

    Apr 23, 2026Praval SharmaEvent ExtractionDocument Information Extraction

    College of Information Science & Technology University of Nebraska Omaha, USA

  15. ECHO: Event-Centric Hypergraph Operations via Multi-Agent Collaboration for Multimedia Event Extraction

    Mar 4, 2026Hailong Chu, Hongbing Li, Yunlong Chu +6Event ExtractionMultimodal Grounding

    Beijing University of Posts and Telecommunications Beijing, China · Tianjin University Tianjin, China · Chongqing University of Posts and Telecommunications Chongqing, China +1