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Yuan-Ming Shi

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#machine learning Preprint Oct 2026

FALCON: A Model and Dataset Agnostic Framework for Synthetic Data Generation for NL2SQL Pairs

Relational databases are among the most widely deployed forms of structured knowledge, and natural language access to them requires grounding language onto schema entities and relations while handling the ambiguity inherent in how people phrase requests. Existing synthetic NL-to-SQL data generation methods largely igno...

Darian Lee, Shannon Rumsey, Jack St. Clair et al. · 0 citations

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