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…