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Evaluating NL2SQL via SQL2NL

Published in ArXiv.org • Sep 4, 2025
NobleIDNI0P16W19R60S30
Authors:
Mohammadtaher Safarzadeh
,
Afshin Oroojlooyjadid
,
Dan Roth

Abstract

Robust evaluation in the presence of linguistic variation is key to understanding the generalization capabilities of Natural Language to SQL (NL2SQL) models, yet existing benchmarks rarely address this factor in a systematic or controlled manner. We propose a novel schema-aligned paraphrasing framew...

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