Yihua Zhang

TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization

2022 · arXiv (Cornell University)

Robustness evaluation against adversarial examples has become increasingly important to unveil the trustworthiness of the prevailing deep models in natural language processing (NLP). However, in contrast to the computer vision domain where the first-order projected …