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NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.
https://github.com/HKUSTDial/NL2SQL_Handbook
Last synced: about 8 hours ago
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📰 NL2SQL Paper List
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/RUCKBReasoning/codes)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/bigbigwatermalon/FinSQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/httdty/purple)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/Kaimary/MetaSQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://sig4kg.github.io/archer-bench/)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/Yangjiaxi/Sense)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/niklaswretblad/the-effects-of-noise-in-text-to-SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/HKUSTDial/NL2SQL360)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/BeachWang/DAIL-SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ruc-datalab/ZeroNL2SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://sciencebenchmark.cloudlab.zhaw.ch/)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/appier-research/i-need-help)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/lrlbbzl/PTD-SQL)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/xlang-ai/Spider2)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/glee4810/TrustSQL)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/Laqcce-cao/RSL-SQL)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/Kaimary/CycleSQL)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/HasanAlpCaferoglu/E-SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/eosphoros-ai/DB-GPT)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/tshu-w/DBCopilot)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ShayanTalaei/CHESS)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ruc-datalab/ZeroNL2SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/X-LANCE/text2sql-multiturn-GPT)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://ambrosia-benchmark.github.io/)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/asfuhan/CatSQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/MohammadrezaPourreza/Few-shot-NL2SQL-with-prompting/tree/main)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/X-LANCE/text2sql-GPT)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/shuaichenchang/ODIS-Text-to-SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/RUCKBReasoning/RESDSQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/AlibabaResearch/DAMO-ConvAI/tree/main/graphix)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/Dakingrai/ood-generalization-semantic-boundary-techniques)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/wbbeyourself/DTE)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/bigbigwatermalon/C3SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/wbbeyourself/MAC-SQL)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/AdrianBZG/SQLformer)
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📚 NL2SQL Survey & Tutorial
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/HKUSTDial/NL2SQL_Handbook)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
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💾 Practical Guide for Novice
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🛠️ How to build an LLM-based NL2SQL model:
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🔎How to evaluate your model:
- Repository Link
- Repository Link
- Repository Link
- Spider - lily.github.io/sparc), and [CoSQL](https://yale-lily.github.io/cosql), and is also now available for Academic, ATIS, Advising, Geography, IMDB, Restaurants, Scholar, and Yelp (building on the amazing work by [Catherine and Jonathan](https://github.com/jkkummerfeld/text2sql-data)). <img src="https://img.shields.io/badge/EX-red"> <img src="https://img.shields.io/badge/EM-green">
- BIRD-SQL - red"> <img src="https://img.shields.io/badge/VES-blue">
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📱 NL2SQL Related Applications:
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🗺️ Roadmap and Decision Flow
- <img src="https://img.shields.io/badge/Repositor Link-grey"> - 98f">](https://chat2db-ai.com/zh-CN)
- <img src="https://img.shields.io/badge/Repositor Link-grey">
- <img src="https://img.shields.io/badge/Repositor Link-grey"> - 98f">](https://postgres.new/)
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