A Small Model Asks Better: Fine-Tuning Query Clarification for Retrieval-Augmented Generation
arXiv:2610.28686v1 Announce Type: new Abstract: Query clarification is essential for retrieval-augmented generation (RAG) systems that face ambiguous user queries. We consider multi-turn grounded conversational scenarios where a user query is either ill-formed or ambiguous in the context of the pri…
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- 2026-10-22 04:00 · arXiv cs.AI
A Small Model Asks Better: Fine-Tuning Query Clarification for Retrieval-Augmented Generation