AI RESEARCH
Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
arXiv CS.CL
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ArXi:2605.03720v1 Announce Type: new Recent advances in Large Reasoning Models (LRMs) trained with Long Chain-of-Thought have nstrated remarkable capabilities in code generation and mathematical reasoning. However, their potential in multi-turn Text-to-SQL tasks remains largely underexplored. Existing approaches typically rely on unstable API-based inference or require expensive fine-tuning on small-scale models. In this work, we present Rose-SQL, a