Preference Modeling

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36 papers10 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

  1. Identifying two piecewise linear additive value functions from anonymous preference information

    Feb 24, 2026Vincent Auriau, Khaled Belahcene, Emmanuel Malherbe +2Preference ElicitationPreference Modeling

    Heudiasyc · MICS, CentraleSupélec, Université Paris Saclay, France · Artefact Research Center, France +2

  2. Learning Preference from Observed Rankings

    Feb 18, 2026Yu-Chang Chen, Chen Chian Fuh, Shang En TsaiPreference ModelingUser Preference Modeling

    National Taiwan University

  3. Cold-Start Personalization via Training-Free Priors from Structured World Models

    Feb 16, 2026Avinandan Bose, Shuyue Stella Li, Faeze Brahman +6Preference ElicitationUser Preference Modeling

    Meta · University of Washington · Allen Institute for AI

  4. Bayesian Preference Learning for Test-Time Steerable Reward Models

    Feb 9, 2026Jiwoo Hong, Shao Tang, Zhipeng WangReward ModelingPreference Modeling

    LinkedIn Corporation · Nubank

  5. PACIFIC: Can LLMs Discern the Psychometric Traits Influencing Your Preferences? Personality-Driven Preference Alignment in LLMs

    Feb 6, 2026Tianyu Zhao, Siqi Li, Yasser Shoukry +1LLM PersonalizationPreference Alignment

    Department of Electrical Engineering and Computer Science University of California, Irvine Irvine, CA 92697, USA

  6. IRPM: Intergroup Relative Preference Modeling for Pointwise Generative Reward Models

    Jan 2, 2026Haonan Song, Qingchen Xie, Huan Zhu +12Reward ModelingPreference Modeling

    HUJING Digital Media & Entertainment Group (XingYun Lab), Beijing, China · Department of Automation, Tsinghua University, Beijing, China · Beihang University, Beijing, China +2