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arXiv cs.CL · Papers

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

arXiv:2607.16808v1 Announce Type: new Abstract: Event Argument Extraction (EAE) converts documents into structured event records by identifying argument spans and assigning them schema-defined roles. Document-level EAE is challenging due to long-range dependencies between triggers and arguments, cross-sentence context,