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Evaluating NL2SQL via SQL2NL

Published • Jan 1, 2025
NobleIDNI2P45W35R72S64
Authors:
Mohammadtaher Safarzadeh
,
Afshin Oroojlooy
,
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 schemaaligned paraphrasing framewor...

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