Explicit and implicit knowledge-enhanced model for event causality identification

Siyuan Chen, Kezhi Mao

Abstract: Highlights•Propose a novel method integrating RGCN and explicit and implicit causal knowledge.•Propose a cause–effect matching mechanism to leverage implicit causal knowledge.•Achieve the best performance on 3 widely adopted datasets.