most citedBIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions

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cs.DB2026

The Stochastic Shift: A New Evaluation Paradigm for Text-to-SQL with AI Operators

Tarfah Alrashed, Fatma Ozcan, Per Jacobsson +2

SQL has been augmented with AI operators, enabling modern data analytics platforms to derive insights from both structured and unstructured data. We observe that while current Text…

cs.DB2025

SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications

Jinyang Li, Xiaolong Li, Ge Qu +17

Resolution of complex SQL issues persists as a significant bottleneck in real-world database applications. Current Large Language Models (LLMs), while adept at text-to-SQL translat…