Beyond LLMs: A Linguistic Approach to Causal Graph Generation from Narrative Texts

Zehan Li, Ruhua Pan, Xinyu Pi

We propose a novel framework for generating causal graphs from narrative texts, bridging high-level causality and detailed event-specific relationships. Our method first extracts c…