EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution

Researchers introduce EvoSchema, a comprehensive benchmark to test how well text-to-SQL AI models handle database schema changes over time. The study reveals that table-level changes significantly impact model performance more than column-level modifications, and proposes training methods to improve model robustness in dynamic database environments.