Executable Counterfactuals: Improving LLMs' Causal Reasoning Through Code

Aniket Vashishtha, Qirun Dai, Hongyuan Mei +3

Counterfactual reasoning, a hallmark of intelligence, consists of three steps: inferring latent variables from observations (abduction), constructing alternatives (interventions),…