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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Bibliographic Details
Published in:IEEE Access
Main Authors: Hassan S. Shalaan, Tayseer Hassan A. Soliman, Amr M. AbdelAziz
Format: Article
Language:English
Published: IEEE 2025-01-01
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11153939/