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20242026
most citedLearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models

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cs.DB2026

Database Context Compression for Text-to-SQL on Real-World Large Databases

Jingwen Liu, Weibin Liao, Xin Gao +2

Recent progress in Text-to-SQL has been driven by stronger language models and prompting strategies, yet performance on real enterprise benchmarks such as Spider 2.0 and BIRD remai…