Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI

Suzanna Sia, Anton Belyy, Amjad Almahairi +3

Evaluating an explanation's faithfulness is desired for many reasons such as trust, interpretability and diagnosing the sources of model's errors. In this work, which focuses on th…