Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models Apr 16, 2024 Data Interaction Text to SQL
Code Code Available A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going? Aug 9, 2024 Natural Language Queries Text to SQL
Code Code Available Text2SQL is Not Enough: Unifying AI and Databases with TAG Aug 27, 2024 RAG Retrieval-augmented Generation
Code Code Available A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL Nov 13, 2024 Diversity In-Context Learning
Code Code Available XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL Jul 7, 2025 Text to SQL Text-To-SQL
Code Code Available Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning Feb 12, 2025 RAG Text to SQL
Code Code Available ExCoT: Optimizing Reasoning for Text-to-SQL with Execution Feedback Mar 25, 2025 Text to SQL Text-To-SQL
Code Code Available OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Mar 4, 2025 Text to SQL Text-To-SQL
Code Code Available SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications Nov 7, 2024 Code Generation Language Modeling
Code Code Available Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL May 22, 2025 Natural Language Understanding Reinforcement Learning (RL)
Code Code Available CHESS: Contextual Harnessing for Efficient SQL Synthesis May 27, 2024 Large Language Model Privacy Preserving
Code Code Available Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward May 18, 2025 GPU Graph Matching
Code Code Available Reasoning-Table: Exploring Reinforcement Learning for Table Reasoning Jun 2, 2025 Fact Verification Language Modeling
Code Code Available RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Feb 12, 2023 Decoder Language Modeling
Code Code Available Automatic database description generation for Text-to-SQL Feb 28, 2025 Text to SQL Text-To-SQL
Code Code Available E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Sep 25, 2024 Natural Language Queries Text to SQL
Code Code Available DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Apr 21, 2023 In-Context Learning Text to SQL
Code Code Available SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning Nov 13, 2017 Decoder reinforcement-learning
Code Code Available Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records May 4, 2024 Information Retrieval Question Answering
Code Code Available When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Feb 16, 2024 Mathematical Reasoning Re-Ranking
Code Code Available TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Jun 10, 2020 Text to SQL Text-To-SQL
Code Code Available Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation May 24, 2024 In-Context Learning Text to SQL
Code Code Available SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Feb 17, 2025 Few-Shot Learning Heuristic Search
Code Code Available Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Aug 29, 2023 Prompt Engineering Text to SQL
Code Code Available A Pilot Study for Chinese SQL Semantic Parsing Sep 29, 2019 Cross-Lingual Word Embeddings Question Answering
Code Code Available Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Sep 24, 2018 Semantic Parsing Text to SQL
Code Code Available RSL-SQL: Robust Schema Linking in Text-to-SQL Generation Oct 31, 2024 Text to SQL Text-To-SQL
Code Code Available PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency Mar 13, 2024 In-Context Learning Text to SQL
Code Code Available SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising May 17, 2021 Decoder Denoising
Code Code Available MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Dec 18, 2023 SQL Parsing Text to SQL
Code Code Available CodeS: Towards Building Open-source Language Models for Text-to-SQL Feb 26, 2024 Data Augmentation Diagnostic
Code Code Available Datrics Text2SQL. A Framework for Natural Language to SQL Query Generation Mar 15, 2025 Natural Language Queries RAG
Code Code Available SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Nov 7, 2020 Text Generation Text to SQL
Code Code Available LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL Mar 24, 2025 Retrieval Text to SQL
Code Code Available CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning May 19, 2025 Text to SQL Text-To-SQL
Code Code Available A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Mar 12, 2023 Code Generation Language Modeling
Code Code Available GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
Code Code Available AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Jun 27, 2024 Text to SQL Text-To-SQL
Code Code Available A Study of In-Context-Learning-Based Text-to-SQL Errors Jan 16, 2025 In-Context Learning Text to SQL
Code Code Available Grounded Adaptation for Zero-shot Executable Semantic Parsing Sep 16, 2020 Data Augmentation Dialogue State Tracking
Code Code Available ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects May 22, 2025 Text to SQL Text-To-SQL
Code Code Available EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Jan 16, 2023 Retrieval Text to SQL
Code Code Available EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records May 23, 2024 SQL Parsing Text to SQL
Code Code Available ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Apr 7, 2025 AI Agent Text to SQL
Code Code Available FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark Sep 24, 2024 Text to SQL Text-To-SQL
Code Code Available How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings May 19, 2023 In-Context Learning Retrieval
Code Code Available Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs May 4, 2023 Semantic Parsing SQL Parsing
Code Code Available Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Jun 12, 2024 Natural Language Queries Text to SQL
Code Code Available Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Jan 21, 2023 Diagnostic Natural Questions
Code Code Available 