Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations

Siddhant Arora, Danish Pruthi, Norman Sadeh +3

In attempts to "explain" predictions of machine learning models, researchers have proposed hundreds of techniques for attributing predictions to features that are deemed important.…