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VRPRM: Process Reward Modeling via Visual Reasoning

Chen, Xinquan et al.
arXiv (All) · Papers
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machine-learning
Process Reward Models (PRMs) provide fine-grained supervision over intermediate reasoning steps, yet most existing models lack long-range reasoning and deep thinking capabilities. Although prior work has introduced Chain-of-Thought (CoT) to reward models, the high annotation cost of CoT-PRM still li
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