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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.
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