Bairu Hou

OpenAttack: An Open-source Textual Adversarial Attack Toolkit

2021

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint …

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 …