CQC-RAG: Robust Retrieval-Augmented Generation via Cross-Query Consistency

Yanjia Sun, Sifan Liu, Jie Shao

Retrieval-Augmented Generation (RAG) has become a common approach for improving the factuality of Large Language Models (LLMs), yet its reliability remains highly sensitive to how…