Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery

Linan Yue, Qi Liu, Yichao Du +3

The remarkable success in neural networks provokes the selective rationalization. It explains the prediction results by identifying a small subset of the inputs sufficient to suppo…