ER-Test: Evaluating Explanation Regularization Methods for Language Models. - Brihi Joshi; Aaron Chan; Ziyi Liu 007; Shaoliang Nie; Maziar Sanjabi; Hamed Firooz; Xiang Ren 001 (EMNLP (Findings), 2022)

ER-TEST: Evaluating Explanation Regularization Methods for NLP Models. - Brihi Joshi; Aaron Chan; Ziyi Liu 007; Shaoliang Nie; Maziar Sanjabi; Hamed Firooz; Xiang Ren 001 (CoRR, 2022)

Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales. - Brihi Joshi; Ziyi Liu 007; Sahana Ramnath; Aaron Chan; Zhewei Tong; Shaoliang Nie; Qifan Wang 001; Yejin Choi 001; Xiang Ren 001 (ACL (1), 2023)

XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models. - Dong-Ho Lee; Akshen Kadakia; Brihi Joshi; Aaron Chan; Ziyi Liu 007; Kiran Narahari; Takashi Shibuya 001; Ryosuke Mitani; Toshiyuki Sekiya; Jay Pujara; Xiang Ren 001 (ACL (demo), 2023)