一作ACL 2026Poster· Natural Language Processing
Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency
Ya Su · Hu Zhang · Dan Qiao · YuJie Wang · Yunxiao Zhao · Yue Fan · Shike Li · Ru Li · Hongye Tan
摘要
Document-level Event Causality Identification (DECI) aims to identify causal relations among multiple events within unstructured text. Existing methods predominantly rely on local semantic similarity for independent event-pair discrimination, thereby overlooking the influence of the overall narra...