Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer Aug 1, 2021 Text to SQL Text-To-SQL
Code Code Available 5 SParC: Cross-Domain Semantic Parsing in Context Jun 5, 2019 Diversity Semantic Parsing
Code Code Available 5 Selective Demonstrations for Cross-domain Text-to-SQL Oct 10, 2023 In-Context Learning Text to SQL
Code Code Available 5 Improving Text-to-SQL Evaluation Methodology Jun 23, 2018 SQL Parsing Text to SQL
Code Code Available 5 SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL Sep 16, 2024 In-Context Learning Text to SQL
Code Code Available 5 DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL Sep 24, 2024 Language Modeling Language Modelling
Code Code Available 5 AraSpider: Democratizing Arabic-to-SQL Feb 12, 2024 Text to SQL Text-To-SQL
Code Code Available 5 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval Semantic Parsing
Code Code Available 5 Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL Feb 16, 2024 Diversity In-Context Learning
Code Code Available 5 Robust Text-to-SQL Generation with Execution-Guided Decoding Jul 9, 2018 Semantic Parsing Text to SQL
Code Code Available 5 DAC: Decomposed Automation Correction for Text-to-SQL Aug 16, 2024 Entity Linking Text to SQL
Code Code Available 5 CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset May 25, 2023 Benchmarking Text to SQL
Code Code Available 5 Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing May 15, 2019 Decoder Graph Neural Network
Code Code Available 5 CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Sep 11, 2019 Dialogue State Tracking Response Generation
Code Code Available 5 Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available 5 Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Jun 28, 2022 SQL Parsing Text to SQL
Code Code Available 5 ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling Apr 25, 2024 Text to SQL Text-To-SQL
Code Code Available 5 Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding May 31, 2023 Semantic Parsing Text to SQL
Code Code Available 5 Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
Code Code Available 5 OpenGrok: Enhancing SNS Data Processing with Distilled Knowledge and Mask-like Mechanisms Feb 11, 2025 Knowledge Distillation MMLU
Code Code Available 5 Automated Self-Refinement and Self-Correction for LLM-based Product Attribute Value Extraction Jan 2, 2025 Attribute Attribute Value Extraction
Code Code Available 5 NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
Code Code Available 5 Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available 5 Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Dec 16, 2021 Natural Language Queries Semantic Parsing
Code Code Available 5 Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available 5 ColloQL: Robust Text-to-SQL Over Search Queries Nov 1, 2020 Data Augmentation Text to SQL
Code Code Available 5 Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Sep 11, 2021 Text to SQL Text-To-SQL
Code Code Available 5 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Oct 18, 2023 In-Context Learning Semantic Parsing
Code Code Available 5 Confidence Estimation for Error Detection in Text-to-SQL Systems Jan 16, 2025 Decoder In-Context Learning
Code Code Available 5 Benchmarking and Improving Text-to-SQL Generation under Ambiguity Oct 20, 2023 Benchmarking Diversity
Code Code Available 5 MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL Feb 16, 2024 Open-Domain Question Answering Question Answering
Code Code Available 5 ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Oct 19, 2020 Data Augmentation Text to SQL
Code Code Available 5 Explainable Multi-Modal Data Exploration in Natural Language via LLM Agent Dec 24, 2024 Text to SQL Text-To-SQL
Code Code Available 5 AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis Feb 19, 2025 Semantic Retrieval Text to SQL
Code Code Available 5 Text-to-SQL Generation for Question Answering on Electronic Medical Records Jul 28, 2019 Information Retrieval Question Answering
Code Code Available 5 Integrating question answering and text-to-SQL in Portuguese Feb 8, 2022 Question Answering Text to SQL
Code Code Available 5 LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Dec 16, 2023 Question Answering Text to SQL
Code Code Available 5 Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Feb 13, 2024 Language Modelling Text to SQL
Code Code Available 5 A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sep 30, 2020 Graph Neural Network Semantic Parsing
Code Code Available 5 JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling May 20, 2025 Text to SQL Text-To-SQL
Code Code Available 5 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning Challenges May 24, 2025 Benchmarking Mathematical Reasoning
Code Code Available 5 Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types Dec 21, 2024 MMSQL performance Navigate
Code Code Available 5 ESM+: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models Jul 10, 2024 set matching Text to SQL
Code Code Available 5 Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL May 25, 2022 Bayesian Inference Text to SQL
Code Code Available 5 Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL Nov 20, 2024 Continual Learning In-Context Learning
Code Code Available 5 Error Detection for Text-to-SQL Semantic Parsing May 23, 2023 Language Modeling Language Modelling
Code Code Available 5 BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases May 23, 2025 Causal Inference scientific discovery
Code Code Available 5 Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Sep 17, 2024 Text to SQL Text-To-SQL
Code Code Available 5 Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Sep 19, 2023 Question Answering Retrieval
Code Code Available 5 Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Nov 21, 2022 Continual Learning Text to SQL
Code Code Available 5 