Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction

Eric Chu, Deb Roy, Jacob Andreas

We present a randomized controlled trial for a model-in-the-loop regression task, with the goal of measuring the extent to which (1) good explanations of model predictions increase…