SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration Jun 19, 2024 SQL Parsing 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 QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL Jun 15, 2024 Data Augmentation Text to SQL
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 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 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 Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Apr 19, 2024 RAG Retrieval
Code Code Available TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Apr 15, 2024 Natural Language Understanding Question Answering
Code Code Available Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records Mar 14, 2024 Question Answering RAG
Code Code Available Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark Feb 19, 2024 Text to SQL Text-To-SQL
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 Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis Jan 22, 2024 16k Program Synthesis
Code Code Available DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Dec 6, 2023 Navigate Question Generation
Code Code Available CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Nov 2, 2023 Hallucination Retrieval
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 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available C3: Zero-shot Text-to-SQL with ChatGPT Jul 14, 2023 Text to SQL 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 UNITE: A Unified Benchmark for Text-to-SQL Evaluation May 25, 2023 Text to SQL Text-To-SQL
Code Code Available Text-to-SQL Error Correction with Language Models of Code May 22, 2023 SQL Parsing 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 Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing May 14, 2023 Semantic Parsing 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 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 A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Mar 12, 2023 Code Generation Language Modeling
Code Code Available LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Jan 21, 2023 Diagnostic Natural Questions
Code Code Available EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Jan 16, 2023 Retrieval 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 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher Oct 17, 2022 Natural Language Queries Semantic Parsing
Code Code Available 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 Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph Aug 8, 2022 Graph Learning SQL Parsing
Code Code Available RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL May 14, 2022 Dialogue State Tracking Semantic Parsing
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 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 In-Context Learning for Few-Shot Dialogue State Tracking Mar 16, 2022 Dialogue State Tracking Few-Shot Learning
Code Code Available Weakly Supervised Text-to-SQL Parsing through Question Decomposition Dec 12, 2021 SQL Parsing Text to SQL
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 mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer Oct 7, 2021 Text to SQL Text-To-SQL
Code Code Available SPARQLing Database Queries from Intermediate Question Decompositions Sep 13, 2021 Knowledge Graphs 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 Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Sep 11, 2021 Text to SQL Text-To-SQL
Code Code Available PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Sep 10, 2021 Dialogue State Tracking Semantic Parsing
Code Code Available Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data Jun 9, 2021 Natural Language Understanding Semantic Parsing
Code Code Available Towards Robustness of Text-to-SQL Models against Synonym Substitution Jun 2, 2021 Text to SQL 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 Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Apr 15, 2021 Semantic Parsing Text to SQL
Code Code Available Learning to Synthesize Data for Semantic Parsing Apr 12, 2021 Domain Generalization Semantic Parsing
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 