# LG AI Research — [ACL 2026] ReSQL: A Self-Improving Text-to-SQL Framework through Retrieval-Augmented Error Reasoning

- Company: LG AI Research (lgresearch.ai)
- Announced: 2026-08-27T00:00:00+00:00
- Category: research-paper
- Subject: EXAONE
- Source: https://www.lgresearch.ai/blog/view?seq=676
- Record: https://forck.live/items/4736-acl-2026-resql-a-self-improving-text-to-sql-framework-through-retrieval

LG AI Research introduces ReSQL, a self-improving Text-to-SQL framework that uses retrieval-augmented error reasoning to correct queries, demonstrating error reductions on benchmarks.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=676:

> explains the behavior of the incorrect query, identifies the root cause of the error, and proposes how the query should be corrected.

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Record: https://forck.live/items/4736-acl-2026-resql-a-self-improving-text-to-sql-framework-through-retrieval
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