2025
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
NeurIPS 2025poster
Text-to-SQL systems translate natural language (NL) questions into SQL queries, enabling non-technical users to interact with structured data. While large language models (LLMs) have shown promising results on the text-to-SQL task, they often produce semantically incorrect yet syntactically valid qu…