# Reimagining Text-to-SQL: A Survey of Large Language Model Architectures and Strategies

**Published:** November 3, 2026
**Author:** Shikhar Dave, Bhaskarjit Sarmah, Stefano Pasquali
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/reimagining-text-to-sql-a-survey-of-large-language-model-architectures-a

arXiv:2611.00171v1 Announce Type: new Abstract: Text-to-SQL systems translate natural language questions into executable SQL queries, democratizing access to relational data. Early approaches relied on handcrafted rules and template matching, while subsequent neural methods…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.00171)

**Tags:** #Papers with Code #arXiv

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