Papers
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Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models
Jiaxu Zhao, Meng Fang, Mingze Zhong, Shunfeng Zheng, Ling Chen, Mykola Pechenizkiy
In AAAI 2026 (AI for Social Impact Track) [code]
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Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models
Jiaxu Zhao, Meng Fang, Kun Zhang, Mykola Pechenizkiy
In ACL 2025 [code]
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Understanding Large Language Model Vulnerabilities to Social Bias Attacks
Jiaxu Zhao, Meng Fang, Fanghua Ye, Ke Xu, Qin Zhang, Joey Tianyi Zhou, Mykola Pechenizkiy
In ACL 2025 [code]
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More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation
Jiaxu Zhao, Zijing Shi, Yitong Li, Yulong Pei, Ling Chen, Meng Fang, Mykola Pechenizkiy
In ACL 2024 Findings [code]
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CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models
Jiaxu Zhao*, Meng Fang*, Zijing Shi, Yitong Li, Ling Chen, Mykola Pechenizkiy
In ACL 2023 [code]
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