Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
April 2026
Jing Yao
Researcher
Publications
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Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
April 2026
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Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
NeurIPS 2025 | October 2025
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AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
ICLR 2026 | May 2025
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CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
Jing Yao, Xiaoyuan Yi, Xing Xie
NeurIPS 2024 | July 2024
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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
IJCAI 2024 | March 2024
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Towards Explainable Collaborative Filtering with Taste Clusters Learning
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
the Web Conference 2023 | April 2023
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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
2021 Conference on Information and Knowledge Management | November 2021
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FedPS: A Privacy Protection Enhanced Personalized Search Framework
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 The Web Conference | April 2021
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Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
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RLPer: A reinforcement learning model for personalized search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 The Web Conference | April 2020
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Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
April 2026
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Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
April 2026
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Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
NeurIPS 2025 | October 2025
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AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
ICLR 2026 | May 2025
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CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
Jing Yao, Xiaoyuan Yi, Xing Xie
NeurIPS 2024 | July 2024
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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
IJCAI 2024 | March 2024
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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
2021 Conference on Information and Knowledge Management | November 2021
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FedPS: A Privacy Protection Enhanced Personalized Search Framework
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 The Web Conference | April 2021
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Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
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RLPer: A reinforcement learning model for personalized search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 The Web Conference | April 2020
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Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
April 2026
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Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
April 2026
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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
IJCAI 2024 | March 2024
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Towards Explainable Collaborative Filtering with Taste Clusters Learning
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
the Web Conference 2023 | April 2023
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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
2021 Conference on Information and Knowledge Management | November 2021
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FedPS: A Privacy Protection Enhanced Personalized Search Framework
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 The Web Conference | April 2021
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Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
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RLPer: A reinforcement learning model for personalized search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 The Web Conference | April 2020
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Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
April 2026
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Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
April 2026
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Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
NeurIPS 2025 | October 2025
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AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
ICLR 2026 | May 2025
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CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
Jing Yao, Xiaoyuan Yi, Xing Xie
NeurIPS 2024 | July 2024
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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
IJCAI 2024 | March 2024
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Towards Explainable Collaborative Filtering with Taste Clusters Learning
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
the Web Conference 2023 | April 2023
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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
2021 Conference on Information and Knowledge Management | November 2021
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FedPS: A Privacy Protection Enhanced Personalized Search Framework
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 The Web Conference | April 2021
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Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
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RLPer: A reinforcement learning model for personalized search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 The Web Conference | April 2020
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