Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation

Jinfeng Li, Tianyu Du, Xiangyu Liu +3

Despite that deep neural networks (DNNs) have achieved enormous success in many domains like natural language processing (NLP), they have also been proven to be vulnerable to malic…