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.
β1,559Jul 28, 2026Updated last week
Alternatives and similar repositories for NL2SQL_Handbook
Users that are interested in NL2SQL_Handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π₯[VLDB'24] Official repository for the paper βThe Dawn of Natural Language to SQL: Are We Fully Ready?ββ140Oct 2, 2025Updated 10 months ago
- π₯[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"β164Jun 10, 2026Updated 2 months ago
- π₯[SIGMOD'26] Official repository for the paper "DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework"β81Jul 11, 2026Updated 3 weeks ago
- [VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.β451Sep 8, 2025Updated 11 months ago
- Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm oβ¦β690Updated this week
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQLβ1,018May 18, 2026Updated 2 months ago
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSLγText2APIγText2Vis and more.β3,730Jan 26, 2026Updated 6 months ago
- π₯[NeurIPS'24] Official repository for the paper βAre Large Language Models Good Statisticians?ββ32Apr 13, 2025Updated last year
- Official repository for the paper βHAIChart: Human and AI Paired Visualization Systemβ (VLDB'24)β35Nov 4, 2024Updated last year
- Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".β25Jul 24, 2025Updated last year
- A efficient and effective few-shot NL2SQL method on GPT-4.β639Mar 7, 2025Updated last year
- π₯[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.β35Sep 22, 2025Updated 10 months ago
- Contextual Harnessing for Efficient SQL Synthesisβ278May 26, 2025Updated last year
- [NeurIPS'25] Official Repository for the Paper "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning"β145Nov 20, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learningβ65Aug 12, 2025Updated 11 months ago
- DataMosaic: Explainable and Verifiable Document-Based Data Analyticsβ20Jun 30, 2025Updated last year
- π₯[ACL'26 (Main)] Official repository for the paper "DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency"β16Apr 26, 2026Updated 3 months ago
- a semi-structure representation of database schemaβ228Jan 23, 2026Updated 6 months ago
- β176Nov 6, 2025Updated 9 months ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQLβ344Feb 27, 2025Updated last year
- a collection for SQL dataset, from Text2SQL.β20May 9, 2026Updated 3 months ago
- A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Explorationβ140Aug 1, 2025Updated last year
- β32May 26, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- RSL-SQL: Robust Schema Linking in Text-to-SQL Generationβ160Sep 17, 2025Updated 10 months ago
- Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.β453May 9, 2026Updated 3 months ago
- Official Repository of "LLM Γ DATA" Survey Paperβ816Jun 15, 2026Updated last month
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Tβ¦β2,004Jul 2, 2025Updated last year
- OpenSearch-SQL codeβ167May 30, 2025Updated last year
- β419Mar 30, 2024Updated 2 years ago
- Semantic Evaluation for Text-to-SQL with Distilled Test Suitesβ322Jun 5, 2024Updated 2 years ago
- π₯[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investmentβ290Mar 18, 2026Updated 4 months ago
- π₯ [NeurIPS'25] nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoningβ26Nov 13, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The source code of CodeS (SIGMOD 2024).β200Nov 20, 2024Updated last year
- [VLDB2026] Pervasive Annotation Errors Break Text-to-SQL Benchmarks and Leaderboardsβ15Jul 8, 2026Updated last month
- [EMNLP 2025 Main] LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQLβ80Jun 18, 2025Updated last year
- A method and corresponding code for automatic description generation for Text-to-SQLβ114Feb 11, 2026Updated 5 months ago
- ContextualAI's text-to-SQL pipeline for BIRD benchmarkβ77Apr 2, 2026Updated 4 months ago
- scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challengeβ1,094May 29, 2024Updated 2 years ago
- XiYanSQL models for Text-to-SQL.β158Sep 3, 2025Updated 11 months ago