SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

Qiang Gao, Zhenping Li, Anqi Zhuo +3

Existing text-to-SQL synthesis pipelines still conflate executability with semantic validity: syntactic checks and execution-based validation can retain queries that execute succes…