Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness

Jiahao Zhao, Wenji Mao

Adversarial vulnerability remains a major obstacle to constructing reliable NLP systems. When imperceptible perturbations are added to raw input text, the performance of a deep lea…