Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations

Yanda Chen, Ruiqi Zhong, Narutatsu Ri, Chen Zhao, He He 0001, Jacob Steinhardt, Zhou Yu, Kathleen R. McKeown. Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations. In Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. OpenReview.net, 2024. [doi]

Abstract

Abstract is missing.