"process reward models" Papers

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DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning

Qi Cao, Ruiyi Wang, Ruiyi Zhang et al.

NeurIPS 2025posterarXiv:2505.20241
5
citations

Know What You Don't Know: Uncertainty Calibration of Process Reward Models

Young-Jin Park, Kristjan Greenewald, Kaveh Alimohammadi et al.

NeurIPS 2025posterarXiv:2506.09338
4
citations

Unlocking Multimodal Mathematical Reasoning via Process Reward Model

Ruilin Luo, Zhuofan Zheng, Lei Wang et al.

NeurIPS 2025posterarXiv:2501.04686
29
citations

Value-Guided Search for Efficient Chain-of-Thought Reasoning

Kaiwen Wang, Jin Zhou, Jonathan Chang et al.

NeurIPS 2025posterarXiv:2505.17373
7
citations

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Hyungjoo Chae, Seonghwan Kim, Junhee Cho et al.

NeurIPS 2025spotlightarXiv:2505.15277
8
citations