Understanding, Detecting, and Repairing Real-World In-Context-Learning-Based Text-to-SQL Errors

Jiawei Shen, Chengcheng Wan, Ruoyi Qiao +6

Large language models (LLMs) have been adopted for text-to-SQL tasks, utilizing their in-context learning (ICL) capability to translate natural language questions into SQL queries.…