Jianxin Li
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126
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NLP×1AI×1
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2026
CRITIC-R1: Learning Structured Critics for Retrieval-Augmented Generation
CRITIC-R1 introduces a structured critic framework that treats RAG critique as an explicit error diagnosis problem using reinforcement learning, significantly improving answer quality over strong RAG baselines.
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Papers
cs.CLcs.AIRecentMay 28, 2026
CRITIC-R1: Learning Structured Critics for Retrieval-Augmented Generation
Wenhan Xiao, Ziwei Zhang, Chuanyue Yu, Xingcheng Fu +3 more
CRITIC-R1 introduces a structured critic framework that treats RAG critique as an explicit error diagnosis problem using reinforcement learning, significantly improving answer quality over strong RAG…
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