On the Sensitivity and Stability of Model Interpretations in NLP

Fan Yin, Zhouxing Shi, Cho-Jui Hsieh +1

Recent years have witnessed the emergence of a variety of post-hoc interpretations that aim to uncover how natural language processing (NLP) models make predictions. Despite the su…