Natural language adversarial defense through synonym encoding

Xiaosen Wang, Jin Hao, Yichen Yang, Kun He

Abstract: In the area of natural language processing, deep learning models are recently known to be vulnerable to various types of adversarial perturbations, but relatively few works are done on the defense ...