Document-level Event Argument Extraction via Multispan Semantic Reinforcement

The challenge of document-level event argument extraction (DEAE) is to extract scattered event information beyond individual sentences, which generally requires a deeper semantic understanding of a document. This paper proposes a DEAE approach that incorporates multispan semantic reinforcement, which can better obtain complete event information by capturing and integrating the contextual semantics...