Italo Luis Da Silva

Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems

The inherent ambiguity of cause and effect boundaries poses a challenge in evaluating causal event extraction tasks. Traditional metrics like Exact Match and BertScore poorly reflect model performance, so we trained evaluation models to approximate human evaluation, achieving high agreement. We used…