The latest Text-to-SQL system announced by Google Research, "Gemini-SQL2," is now capable of generating accurate SQL queries (command statements). 🚀 Introducing Gemini-SQL2, our breakthrough ...

Google Research unveiled Gemini-SQL2, a new text-to-SQL system built on Gemini 3.1 Pro. It translates natural language into executable SQL database queries. On the BIRD benchmark, which measures how ...

Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...

Join us for an exclusive FREE workshop hosted by the Touro University Graduate School of Technology: “What We Learned Building LLM‑Powered Text‑to‑SQL". This session explores why text‑to‑SQL remains a ...

Supports execution-based metrics, multiple ground truths, LLM-as-judge, and rich error analysis. Text-to-SQL systems aim to translate natural language questions into ...

FLEX (False-Less EXecution) is a novel approach to evaluating text-to-SQL systems, designed to overcome the limitations of existing metrics such as Execution Accuracy (EX). By leveraging Large ...

At the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025) in Suzhou, China this week (November 4-9, 2025), researchers from Bloomberg’s AI Engineering group and its BLAW ...

本文提出CM-SQL框架，通过双模型架构（LLM+微调模型）解决Text-to-SQL任务中存在的模式链接错误与模型过度自信问题，创新性地 ...