Author

Tarfah Alrashed

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#artificial intelligence Preprint Sep 2026

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

A Multilayered Evaluation Framework is introduced that decouples deterministic database logic from flexible AI semantics and achieves state-of-the-art overall accuracy across both platforms, proposing a reliable standard for benchmarking AI-powered SQL generators.

Tarfah Alrashed, Fatma Ozcan, Per Jacobsson et al. · 0 citations

Jul 2026

Developing and Benchmarking Verification Algorithms to Improve Text-to-SQL Generation

This work formalizes Text-to-SQL verification as a standalone task: assessing whether a candidate SQL query semantically satisfies a natural language request, without access to ground-truth labels, and proposes and compares two modular verification strategies.

Tarfah Alrashed, Madhup Sukoon, David R Karger et al. · Proceedings of the VLDB Endo... · 0 citations