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cs.DB2026
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…
cs.DB2026
Living Databases: A Unified Model for Continuous Schema Evolution, Versioning, and Transformations
Amol Deshpande
Databases, and datasets more generally, evolve continuously through updates, transformations, versioning, schema changes, streaming operations, and other mechanisms. While prior wo…