Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals

Yair Gat, Nitay Calderon, Amir Feder +3

Causal explanations of the predictions of NLP systems are essential to ensure safety and establish trust. Yet, existing methods often fall short of explaining model predictions eff…