Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
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2305.03111
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10
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SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in
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Micro-Act: Mitigate Knowledge Conflict in Question Answering via
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Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
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2405.15307
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Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents
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2403.05307
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SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
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2506.00391
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