Failure Modes of LLMs for Causal Reasoning on Narratives

Khurram Yamin, Shantanu Gupta, Gaurav R. Ghosal +2

The ability to robustly identify causal relationships is essential for autonomous decision-making and adaptation to novel scenarios. However, accurately inferring causal structure…