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Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN


Nov 16, 2022
Anaelia Ovalle, Sunipa Dev, Jieyu Zhao, Majid Sarrafzadeh, Kai-Wei Chang

* v1 

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Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers


Oct 28, 2022
Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang

* EMNLP 2022 Findings 

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SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models


Oct 13, 2022
Haozhe An, Zongxia Li, Jieyu Zhao, Rachel Rudinger


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DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation


May 25, 2022
Jingnong Qu, Liunian Harold Li, Jieyu Zhao, Sunipa Dev, Kai-Wei Chang


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What do Bias Measures Measure?


Aug 07, 2021
Sunipa Dev, Emily Sheng, Jieyu Zhao, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Nanyun Peng, Kai-Wei Chang


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Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?


Jun 02, 2021
Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang

* 9 pages, Findings of ACL-IJCNLP 2021 

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Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation


Apr 12, 2021
Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang, Cho-Jui Hsieh

* NAACL 2021 

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LOGAN: Local Group Bias Detection by Clustering


Oct 06, 2020
Jieyu Zhao, Kai-Wei Chang

* EMNLP 2020 

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Fairness-Aware Explainable Recommendation over Knowledge Graphs


Jun 28, 2020
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo


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