"preference modeling" Papers

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Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs

Mehran Shakerinava, Siamak Ravanbakhsh, Adam Oberman

NeurIPS 2025spotlightarXiv:2505.12049

Efficient and Near-Optimal Algorithm for Contextual Dueling Bandits with Offline Regression Oracles

Aadirupa Saha, Robert Schapire

NeurIPS 2025poster

Logic-Logit: A Logic-Based Approach to Choice Modeling

Shuhan Zhang, Wendi Ren, Shuang Li

ICLR 2025poster

Pairwise Calibrated Rewards for Pluralistic Alignment

Daniel Halpern, Evi Micha, Ariel Procaccia et al.

NeurIPS 2025posterarXiv:2506.06298

Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models

Ángela López-Cardona, Carlos Segura, Alexandros Karatzoglou et al.

ICLR 2025posterarXiv:2410.01532
8
citations

Nash Learning from Human Feedback

REMI MUNOS, Michal Valko, Daniele Calandriello et al.

ICML 2024spotlight

Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input

Andi Peng, Yuying Sun, Tianmin Shu et al.

ICML 2024oral