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20242026
most cited3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection

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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…