BalanceRAG: Joint Risk Calibration for Cascaded Retrieval-Augmented Generation

Zijun Jia, Yuanchang Ye, Sen Jia +6

Large language models (LLMs) can enhance factuality via retrieval-augmented generation (RAG), but applying RAG to every query is unnecessary when the model-only answer is reliable.…