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P. Muppidi

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#natural language process... Preprint Oct 2026

Schema-Free Text-to-SQL: Learning Enterprise Database Structure from Query Logs

Text-to-SQL systems achieve remarkable accuracy on academic benchmarks, yet performance drops dramatically in enterprise deployments. This gap stems from a fundamental assumption: existing approaches require complete schema documentation, but enterprise databases typically lack comprehensive documentation, featuring cr...

Ömer Faruk Akgül, Nikhil Kapahi, P. Muppidi · 0 citations

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