Same Data, Different Schemas: Robustness of LLM-based Text-to-SQL

Nitin Kanchinadam, Aditya Menachery, Amol Deshpande

Large language models (LLMs) consistently achieve strong results on text-to-SQL benchmarks, but their robustness to schema variations remains poorly understood. Recent work suggest…