"human preference modeling" Papers

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Advantage-Guided Distillation for Preference Alignment in Small Language Models

Shiping Gao, Fanqi Wan, Jiajian Guo et al.

ICLR 2025arXiv:2502.17927

Bridging Human and LLM Judgments: Understanding and Narrowing the Gap

Felipe Maia Polo, Xinhe Wang, Mikhail Yurochkin et al.

NEURIPS 2025arXiv:2508.12792

Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations

Thomas Tian, Kratarth Goel

ICLR 2025arXiv:2503.20105

Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment

ying ba, Tianyu Zhang, Yalong Bai et al.

ICCV 2025arXiv:2507.19002

TODO: Enhancing LLM Alignment with Ternary Preferences

Yuxiang Guo, Lu Yin, Bo Jiang et al.

ICLR 2025arXiv:2411.02442

Learning Optimal Advantage from Preferences and Mistaking It for Reward

W Bradley Knox, Stephane Hatgis-Kessell, Sigurdur Orn Adalgeirsson et al.

AAAI 2024paperarXiv:2310.02456

Multimodal Label Relevance Ranking via Reinforcement Learning

Taian Guo, Taolin Zhang, Haoqian Wu et al.

ECCV 2024arXiv:2407.13221

Stable Preference: Redefining training paradigm of human preference model for Text-to-Image Synthesis

Hanting Li, Hongjing Niu, Feng Zhao