Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Oct 23, 2020 Text to SQL 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 mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer Oct 7, 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 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 An Imitation Game for Learning Semantic Parsers from User Interaction May 2, 2020 Imitation Learning 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 Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Sep 12, 2021 Meta-Learning 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 Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations May 12, 2023 Text to SQL Text-To-SQL
Code Code Available Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis Jan 22, 2024 16k Program Synthesis
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 Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Apr 19, 2024 RAG Retrieval
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 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 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available Learning to Synthesize Data for Semantic Parsing Apr 12, 2021 Domain Generalization Semantic Parsing
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 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 Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies May 21, 2023 Diversity In-Context Learning
— Unverified End-to-end Text-to-SQL Generation within an Analytics Insight Engine Jun 17, 2024 Text to SQL Text-To-SQL
— Unverified CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Oct 2, 2024 Large Language Model Text to SQL
— Unverified End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task Jun 17, 2021 Semantic Parsing Text to SQL
— Unverified Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL Aug 1, 2021 Text to SQL Text-To-SQL
— Unverified A Survey on Employing Large Language Models for Text-to-SQL Tasks Jul 21, 2024 Natural Language Queries Prompt Engineering
— Unverified EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing Mar 28, 2025 Natural Language Queries Text to SQL
— Unverified CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs Dec 3, 2024 Image Captioning Quantization
— Unverified CCoE: A Compact LLM with Collaboration of Experts Jul 16, 2024 Language Modelling Large Language Model
— Unverified Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue! May 20, 2024 Knowledge Graphs Question Answering
— Unverified DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset Nov 1, 2020 SQL Parsing Text to SQL
— Unverified A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges Dec 6, 2024 Domain Generalization Language Modeling
— Unverified DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models Feb 2, 2024 Text to SQL Text-To-SQL
— Unverified DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries Nov 16, 2021 Question Answering Text to SQL
— Unverified Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies May 27, 2025 SQL Parsing Text to SQL
— Unverified An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model Oct 28, 2024 Language Modeling Language Modelling
— Unverified IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles Sep 13, 2018 Action Parsing Text to SQL
— Unverified Domain Adaptation of a State of the Art Text-to-SQL Model: Lessons Learned and Challenges Found Dec 9, 2023 Domain Adaptation Language Modeling
— Unverified ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Oct 28, 2023 Decoder Text to SQL
— Unverified DocuT5: Seq2seq SQL Generation with Table Documentation Nov 11, 2022 Domain Generalization Language Modeling
— Unverified Divide and Prompt: Chain of Thought Prompting for Text-to-SQL Apr 23, 2023 Semantic Parsing Text to SQL
— Unverified Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion May 1, 2022 Domain Generalization SQL Parsing
— Unverified Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding Sep 28, 2022 NER Semantic Parsing
— Unverified Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Oct 29, 2022 Data Augmentation Natural Language Queries
— Unverified Bridging the Gap: Transforming Natural Language Questions into SQL Queries via Abstract Query Pattern and Contextual Schema Markup Feb 20, 2025 In-Context Learning Text to SQL
— Unverified Ambiguity Resolution in Text-to-Structured Data Mapping May 16, 2025 Text to SQL Text-To-SQL
— Unverified dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models Dec 20, 2023 Conversational Search Information Retrieval
— Unverified Ar-Spider: Text-to-SQL in Arabic Feb 22, 2024 Semantic Parsing Text to SQL
— Unverified Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning Jul 3, 2024 In-Context Learning Retrieval
— Unverified 