Answer Presence Drives RAG Rewriting Gains

Yuejie Li, Yueying Hua, Ke Yang +7

Retrieval-augmented QA pipelines often route retrieved passages through an LLM \emph{rewriter} before a smaller reader, lifting F1 by tens of points on multi-hop benchmarks; this g…