Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Aug 22, 2022 Survey Text to SQL
Code Code Available Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards May 7, 2025 Text to SQL Text-To-SQL
Code Code Available RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Apr 7, 2020 Position slot-filling
Code Code Available SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Nov 1, 2021 Semantic Parsing Text to SQL
Code Code Available C3: Zero-shot Text-to-SQL with ChatGPT Jul 14, 2023 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 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 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation Jun 9, 2025 Natural Language Queries Text to SQL
Code Code Available Non-local Neural Networks Nov 21, 2017 Action Classification Action Recognition
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 SPARQLing Database Queries from Intermediate Question Decompositions Sep 13, 2021 Knowledge Graphs Text to SQL
Code Code Available Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Sep 11, 2021 Text to SQL Text-To-SQL
Code Code Available Optimizing Deeper Transformers on Small Datasets Dec 30, 2020 Reading Comprehension Semantic Parsing
Code Code Available Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study Oct 11, 2019 Semantic Parsing Text to SQL
Code Code Available DuoRAT: Towards Simpler Text-to-SQL Models Oct 21, 2020 Text to SQL Text-To-SQL
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 mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer Oct 7, 2021 Text to SQL Text-To-SQL
Code Code Available DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries May 3, 2022 Question Answering Text to SQL
Code Code Available LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Jun 2, 2021 Text to SQL Text-To-SQL
Code Code Available MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Jun 18, 2024 Language Modeling Language Modelling
Code Code Available BASE-SQL: A powerful open source Text-To-SQL baseline approach Feb 15, 2025 In-Context Learning Large Language Model
Code Code Available Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Apr 19, 2024 RAG Retrieval
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 Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Sep 12, 2021 Meta-Learning Text to SQL
Code Code Available MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL Aug 15, 2024 In-Context Learning Text to SQL
Code Code Available Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations May 12, 2023 Text to SQL Text-To-SQL
Code Code Available An Investigation Between Schema Linking and Text-to-SQL Performance Feb 3, 2021 Text to SQL Text-To-SQL
Code Code Available Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL Dec 17, 2022 counterfactual Text to SQL
Code Code Available Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Nov 2, 2023 Hallucination Retrieval
Code Code Available In-Context Learning for Few-Shot Dialogue State Tracking Mar 16, 2022 Dialogue State Tracking Few-Shot Learning
Code Code Available A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
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 An Imitation Game for Learning Semantic Parsers from User Interaction May 2, 2020 Imitation Learning Text to SQL
Code Code Available Hybrid Ranking Network for Text-to-SQL Aug 11, 2020 Language Modeling Language Modelling
Code Code Available Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment May 4, 2022 Sentence Text to SQL
Code Code Available ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought Oct 26, 2023 In-Context Learning Text to SQL
Code Code Available DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Dec 6, 2023 Navigate Question Generation
Code Code Available MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation Oct 16, 2024 Text to SQL Text-To-SQL
Code Code Available Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm Feb 16, 2024 Active Learning In-Context Learning
Code Code Available IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Nov 11, 2020 Text to SQL Text-To-SQL
Code Code Available Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing May 14, 2023 Semantic Parsing 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 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 CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions May 4, 2024 In-Context Learning Text to SQL
Code Code Available GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
Code Code Available 