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Jingwen Liu

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Jun 2026

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

DBCC is a database-side middleware that performs offline structural and semantic compression together with lightweight online evidence purification and is model-agnostic and can be integrated into existing Text-to-SQL pipelines.

Jingwen Liu, Weibin Liao, Xin Gao et al. · 0 citations