A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers

Stephen McAleese, Mark Keane

Counterfactual explanations can be used to interpret and debug text classifiers by producing minimally altered text inputs that change a classifier's output. In this work, we evalu…