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

Roberto Pietrantuono, Antonio Guerriero, Pouya Sattari

Event Argument Extraction (EAE) converts documents into structured event records by identifying argument spans and assigning them schema-defined roles. Document-level EAE is challe…