Evaluating Explanations: How much do explanations from the teacher aid students?

Danish Pruthi, Rachit Bansal, Bhuwan Dhingra +5

While many methods purport to explain predictions by highlighting salient features, what aims these explanations serve and how they ought to be evaluated often go unstated. In this…