Taming SQL Complexity: LLM-Based Equivalence Evaluation for Text-to-SQL

Qingyun Zeng, Simin Ma, Arash Niknafs +2

The rise of Large Language Models (LLMs) has significantly advanced Text-to-SQL (NL2SQL) systems, yet evaluating the semantic equivalence of generated SQL remains a challenge, espe…