Counterfactual Variable Control for Robust and Interpretable Question Answering

Sicheng Yu, Yulei Niu, Shuohang Wang +2

Deep neural network based question answering (QA) models are neither robust nor explainable in many cases. For example, a multiple-choice QA model, tested without any input of ques…