Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies

Terrance Liu, Shuyi Wang, Daniel Preotiuc-Pietro +2

While large language models (LLMs) achieve strong performance on text-to-SQL parsing, they sometimes exhibit unexpected failures in which they are confidently incorrect. Building t…