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most citedTowards a Unified View of Preference Learning for Large Language Models: A Survey

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cs.CL2026

CRITIC-R1: Learning Structured Critics for Retrieval-Augmented Generation

Wenhan Xiao, Ziwei Zhang, Chuanyue Yu +4

Retrieval-augmented generation (RAG) improves knowledge-intensive question answering by incorporating external evidence. However, existing RAG methods still suffer from hallucinati…