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cs.CL2025
A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects
Qing Cheng, Zefan Zeng, Xingchen Hu +2
Event Causality Identification (ECI) has become an essential task in Natural Language Processing (NLP), focused on automatically detecting causal relationships between events withi…
cs.CL2025
Zero-Shot Event Causality Identification via Multi-source Evidence Fuzzy Aggregation with Large Language Models
Zefan Zeng, Xingchen Hu, Qing Cheng +3
Event Causality Identification (ECI) aims to detect causal relationships between events in textual contexts. Existing ECI models predominantly rely on supervised methodologies, suf…