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Shantanu Sharma

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#natural language process... Preprint Aug 2026

DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation

Prompting-based (i.e., non-fine-tuning) Text-to-SQL methods, where underlying large language model parameters are not changed for the task, face three problems: (i) relying on coarse-grained schema information that may not reveal the fine-grained relationships needed to distinguish ambiguous columns, (ii) failing to ca...

Anik Pramanik, Murat Kantarcioglu, Vincent Oria et al. · 0 citations

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