NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.
https://github.com/HKUSTDial/NL2SQL_Handbook
Last synced: 29 days ago
JSON representation
π° NL2SQL Paper List
π± NL2SQL Related Applications:
πΊοΈ Roadmap and Decision Flow
πΎ Practical Guide for Novice
π οΈ How to build an LLM-based Text-to-SQL model:
πHow to evaluate your model:
- Repository Link
- Repository Link
- Repository Link
- Spider - lily.github.io/sparc), and 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).
- BIRD-SQL - red">
π° Text-to-SQL Paper List
- <img src="https://img.shields.io/badge/Paper-grey">
- <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/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/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)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://alpha-sql-hkust.github.io/)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/yeounoh/lc_nl2sql)
- <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/Code-grey">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/itrummer/schemacompression)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ruc-datalab/SC-prompt)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/OpenSearch-AI/OpenSearch-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"> - grey">](https://sig4kg.github.io/archer-bench/)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://nl2sql-bugs.github.io/)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/RUCKBReasoning/OmniSQL)
- <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"> - grey">](https://elliesql.github.io/)
- <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"> - grey">](https://github.com/TAG-Research/TAG-Bench)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ZhaoFuheng/Sphinteract)
- <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">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/ruc-datalab/RewardSQL)
- <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/snowflakedb/ArcticTraining)
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/CycloneBoy/csc_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">
- <img src="https://img.shields.io/badge/Paper-grey"> - blue">
- <img src="https://img.shields.io/badge/Paper-grey"> - grey">](https://github.com/genaasia/N-rep)
- <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"> - grey">](https://github.com/zhangtianshu/EvoSchema)
- <img src="https://img.shields.io/badge/Paper-grey">
- <img src="https://img.shields.io/badge/Code-grey">
- <img src="https://img.shields.io/badge/Paper-grey">
π± Text-to-SQL Related Applications:
πΊοΈ 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/)
- [<img src="https://img.shields.io/badge/Web Link-98f">
π Text-to-SQL 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">
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- <img src="https://img.shields.io/badge/Paper-grey">
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- <img src="https://img.shields.io/badge/Paper-grey">