Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models

Yimu Wang, Peng Shi, Hongyang Zhang

In this paper, we study the problem of generating obstinate (over-stability) adversarial examples by word substitution in NLP, where input text is meaningfully changed but the mode…