Rohan Nair

Connecting Attributions and QA Model Behavior on Realistic Counterfactuals

When a model attribution technique highlights a particular part of the input, a user might understand this highlight as making a statement about counterfactuals (Miller, 2019): if that part of the input were to change, the model’s prediction might change as well. This paper investigates how well dif…