Reliable Text-to-SQL with Adaptive Abstention

Kaiwen Chen, Yueting Chen, Xiaohui Yu +1

Large language models (LLMs) have revolutionized natural language interfaces for databases, particularly in text-to-SQL conversion. However, current approaches often generate unrel…