G-SQL: A Schema-Aware and Rule-Guided Approach for Robust Natural Language to SQL Translation

This paper introduces G-SQL, a schema-aware and rule-guided framework for translating Natural Language Queries (NLQ) into SQL, designed to support users with limited technical expertise. G-SQL bridges the limitations of traditional rule-based and deep learning approaches by combining JSON-based sche...

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Autors principals:	Hassan S. Shalaan, Tayseer Hassan A. Soliman, Amr M. AbdelAziz
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2025-01-01
Col·lecció:	IEEE Access
Matèries:	NL2SQL natural language interface (NLI) text to SQL NLIDB schema-aware translation semantic parsing
Accés en línia:	https://ieeexplore.ieee.org/document/11153939/
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