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OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

11 December 2025
Zijian Wu
Lingkai Kong
Wenwei Zhang
Songyang Gao
Yuzhe Gu
Zhongrui Cai
Tianyou Ma
Yuhong Liu
Zhi Wang
Runyuan Ma
Guangyu Wang
Wei Li
Conghui He
Dahua Lin
Kai Chen
    OffRLLRM
ArXiv (abs)PDFHTMLHuggingFace (32 upvotes)Github (1029★)

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