Yuehang Si

Debate with Myself: Zero-Shot Event Causality Identification with Adversarial Evidence Integration via Large Language Models

Event Causality Identification (ECI) is a crucial task in knowledge discovery that extracts structured causal relationships between annotated event mentions from unstructured text. However, existing approaches typically rely on extensive labeled data, which is scarce for specialized domains and topi