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 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning Challenges May 24, 2025 Benchmarking Mathematical Reasoning
Code Code Available PG-GSQL: Pointer-Generator Network with Guide Decoding for Cross-Domain Context-Dependent Text-to-SQL Generation Dec 1, 2020 Decoder Text to SQL
Code Code Available Byte-Pair Encoding for Text-to-SQL Generation Oct 20, 2019 Machine Translation Text to SQL
Code Code Available LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Dec 16, 2023 Question Answering Text to SQL
Code Code Available XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Oct 25, 2022 In-Context Learning Retrieval
Code Code Available Text-to-SQL Generation for Question Answering on Electronic Medical Records Jul 28, 2019 Information Retrieval Question Answering
Code Code Available Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Sep 2, 2019 Decoder Dialogue State Tracking
Code Code Available Zero-shot Text-to-SQL Learning with Auxiliary Task Aug 29, 2019 Text to SQL Text-To-SQL
Code Code Available 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 SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation Oct 27, 2023 Decoder Graph Generation
Code Code Available 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 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 Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA Jun 11, 2025 Code Generation Language Modeling
Code Code Available Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL Nov 20, 2024 Continual Learning In-Context Learning
Code Code Available SQL Generation via Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Feb 25, 2025 Semantic Parsing Text to SQL
Code Code Available 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 DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL Sep 24, 2024 Language Modeling Language Modelling
Code Code Available 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 BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases May 23, 2025 Causal Inference scientific discovery
Code Code Available AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval Nov 20, 2020 Retrieval Task-Oriented Dialogue Systems
Code Code Available Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Feb 18, 2024 Text to SQL Text-To-SQL
Code Code Available Using Database Rule for Weak Supervised Text-to-SQL Generation Jul 1, 2019 Text to SQL Text-To-SQL
Code Code Available KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Jun 22, 2021 Question Answering SQL Parsing
Code Code Available When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator Apr 30, 2025 Text to SQL Text-To-SQL
Code Code Available Valid Text-to-SQL Generation with Unification-based DeepStochLog Mar 17, 2025 Language Modeling Language Modelling
Code Code Available Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker Feb 3, 2020 Text to SQL Text-To-SQL
Code Code Available AraSpider: Democratizing Arabic-to-SQL Feb 12, 2024 Text to SQL Text-To-SQL
Code Code Available 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 Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing May 15, 2019 Decoder Graph Neural Network
Code Code Available VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language May 2, 2025 Management Natural Language Queries
Code Code Available 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 Integrating question answering and text-to-SQL in Portuguese Feb 8, 2022 Question Answering Text to SQL
Code Code Available Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Dec 9, 2020 Graph Neural Network Semantic Parsing
Code Code Available Robust Text-to-SQL Generation with Execution-Guided Decoding Jul 9, 2018 Semantic Parsing Text to SQL
Code Code Available I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation Jul 20, 2024 Text to SQL Text-To-SQL
Code Code Available Improving Text-to-SQL Evaluation Methodology Jun 23, 2018 SQL Parsing Text to SQL
Code Code Available Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL Feb 16, 2024 Diversity In-Context Learning
Code Code Available ST-SQL: Semi-Supervised Self-Training for Text-to-SQL via Column Specificity Meta-Learning Nov 16, 2021 Meta-Learning Specificity
Code Code Available DAC: Decomposed Automation Correction for Text-to-SQL Aug 16, 2024 Entity Linking Text to SQL
Code Code Available TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring Mar 23, 2024 Benchmarking Text to SQL
Code Code Available 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 TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL Oct 24, 2023 Text to SQL Text-To-SQL
Code Code Available AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis Feb 19, 2025 Semantic Retrieval Text to SQL
Code Code Available SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Oct 11, 2018 Decoder Semantic Parsing
Code Code Available Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
Code Code Available TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation Apr 25, 2018 slot-filling Slot Filling
Code Code Available SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA Sep 25, 2024 Answer Selection Question Answering
Code Code Available Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available 