Event Extraction

Evaluation Pitfalls and Challenges in Multimedia Event Extraction ACL 2026 HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning ACL 2026 Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution ACL 2026 Reframing Responsibility: Framing-Aware Event Causality Identification ACL 2026 REGLAT at SemEval-2026 Task 12: Multi-Strategy Ensemble Reasoning for Event Causality Identification SemEval 2026 UERLens: Understanding Event Relations in Large Language Models ACL 2026 DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset COLING 2024 Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024 MEE: A Novel Multilingual Event Extraction Dataset EMNLP 2022 Twitter Event Summarization by Exploiting Semantic Terms and Graph Network AAAI 2021 Global Locality in Biomedical Relation and Event Extraction ACL 2020 One for All: Neural Joint Modeling of Entities and Events AAAI 2019 Determining Whether and When People Participate in the Events They Tweet About ACL 2017