PremiseSQL: Evaluating Premise Critique and Abstention in Text-to-SQL Systems

Shuo Lin, Jinzhe Li, Chenlu Guo +3

Recent advances in large language models (LLMs) have substantially improved Text-to-SQL performance, yet existing NL2SQL systems largely assume that user queries are valid and answ…