AINeutralarXiv – CS AI · Mar 124/10
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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.