CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation

Tianlu Wang, Xuezhi Wang, Yao Qin +5

NLP models are shown to suffer from robustness issues, i.e., a model's prediction can be easily changed under small perturbations to the input. In this work, we present a Controlle…