Key papers

• LakeQuest: A Three-Domain Benchmark for Grounded Question Answering across Data Lakes (2026)
  Michael Solodko et al.
  3.51
• Extractive Schema Linking for Text-to-SQL (2025)
  Michael Glass et al.
  3.30
• V-SQL: A View-based Two-stage Text-to-SQL Framework (2025)
  Zeshun You et al.
  2.65
• R^3-SQL: Ranking Reward and Resampling for Text-to-SQL (2026)
  Hojae Han et al.
  1.94
• ReViSQL: Achieving Human-Level Text-to-SQL (2026)
  Yuxuan Zhu et al.
  1.78
• Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale (2026)
  Chinmay Soni et al.
  1.78
• Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? (2026)
  Germ\'an T. Eizaguirre et al.
  1.72
• SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL (2026)
  Harper Hua et al.
  1.67
• Beyond SELECT: A Comprehensive Taxonomy-Guided Benchmark for Real-World Text-to-SQL Translation (2025)
  Hao Wang et al.
  1.56
• BenchPress: A Human-in-the-Loop Annotation System for Rapid Text-to-SQL Benchmark Curation (2025)
  Fabian Wenz and Omar Bouattour and Devin Yang and Justin Choi and Cecil Gregg and Nesime Tatbul and \c{C}a\u{g}atay Demiralp
  1.50
• Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration (2025)
  Linzhuang Sun et al.
  1.50
• CRED-SQL: Enhancing Real-world Large Scale Database Text-to-SQL Parsing through Cluster Retrieval and Execution Description (2025)
  Shaoming Duan et al.
  1.39
• XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL (2025)
  Yifu Liu et al.
  1.33
• T2R-bench: A Benchmark for Generating Article-Level Reports from Real World Industrial Tables (2025)
  Jie Zhang et al.
  1.28
• SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases (2025)
  AmirHossein Safdarian et al.
  1.22
• EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing (2025)
  Yizhang Zhu et al.
  1.11
• Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija (2025)
  Salmane Chafik et al.
  1.00
• Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task (2018)
  Tao Yu et al.
  —
• SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task (2018)
  Tao Yu et al.
  —
• Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation (2019)
  Jiaqi Guo et al.
  —
• Zero-shot Text-to-SQL Learning with Auxiliary Task (2019)
  Shuaichen Chang et al.
  —
• Efficient Deployment of Conversational Natural Language Interfaces over Databases (2020)
  Anthony Colas et al.
  —
• Structure-Grounded Pretraining for Text-to-SQL (2020)
  Xiang Deng et al.
  —
• Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL (2021)
  Zhi Chen et al.
  —
• KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers (2021)
  Chia-Hsuan Lee et al.
  —
• TAPEX: Table Pre-training via Learning a Neural SQL Executor (2021)
  Qian Liu and Bei Chen and Jiaqi Guo and Morteza Ziyadi and Zeqi Lin and Weizhu Chen and Jian-Guang Lou
  —
• Text-to-Table: A New Way of Information Extraction (2021)
  Xueqing Wu et al.
  —
• Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning (2021)
  Yongrui Chen et al.
  —
• Weakly Supervised Text-to-SQL Parsing through Question Decomposition (2021)
  Tomer Wolfson et al.
  —
• DB-BERT: a Database Tuning Tool that "Reads the Manual" (2021)
  Immanuel Trummer
  —
• HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing (2022)
  Yanzhao Zheng et al.
  —
• UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL (2022)
  Longxu Dou et al.
  —
• SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset (2022)
  Saihao Huang et al.
  —
• STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing (2022)
  Zefeng Cai et al.
  —
• Towards Generalizable and Robust Text-to-SQL Parsing (2022)
  Chang Gao et al.
  —
• Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing (2023)
  Jinyang Li et al.
  —
• RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL (2023)
  Haoyang Li et al.
  —
• Wav2SQL: Direct Generalizable Speech-To-SQL Parsing (2023)
  Huadai Liu et al.
  —
• UNITE: A Unified Benchmark for Text-to-SQL Evaluation (2023)
  Wuwei Lan et al.
  —
• Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing (2023)
  Aiwei Liu et al.
  —
• Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting (2023)
  Aseem Arora et al.
  —
• Semantic Decomposition of Question and SQL for Text-to-SQL Parsing (2023)
  Ben Eyal et al.
  —
• DBCopilot: Natural Language Querying over Massive Databases via Schema Routing (2023)
  Tianshu Wang et al.
  —
• FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis (2024)
  Chao Zhang et al.
  —
• Ar-Spider: Text-to-SQL in Arabic (2024)
  Saleh Almohaimeed et al.
  —
• PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency (2024)
  Zhishuai Li et al.
  —
• TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition (2024)
  Md Mahadi Hasan Nahid and Davood Rafiei
  —
• BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain (2024)
  Rahul Kumar and Amar Raja Dibbu and Shrutendra Harsola and Vignesh Subrahmaniam and Ashutosh Modi
  —
• Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance (2024)
  Niklas Wretblad et al.
  —
• MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL (2024)
  Wenxuan Xie et al.
  —
• FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark (2024)
  Heegyu Kim et al.
  —
• Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement (2024)
  Shouvon Sarker et al.
  —
• ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL (2024)
  Yang Qin et al.
  —
• Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL (2024)
  Geling Liu et al.
  —
• Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types (2024)
  Ziming Guo et al.
  —
• GTA: A Benchmark for General Tool Agents (2024)
  Jize Wang et al.
  —
• RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question Answering (2024)
  Pratyush Kumar et al.
  —