Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available 5 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 5 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 5 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 5 SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher Oct 17, 2022 Natural Language Queries Semantic Parsing
Code Code Available 5 TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data May 17, 2020 Form Semantic Parsing
Code Code Available 5 Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Aug 31, 2017 reinforcement-learning Reinforcement Learning
Code Code Available 5 Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph Aug 8, 2022 Graph Learning SQL Parsing
Code Code Available 5 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
Code Code Available 5 GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
Code Code Available 5 Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis Jan 22, 2024 16k Program Synthesis
Code Code Available 5 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 5 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 5 Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Apr 19, 2024 RAG Retrieval
Code Code Available 5 mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer Oct 7, 2021 Text to SQL Text-To-SQL
Code Code Available 5 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 5 Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available 5 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available 5 SPARQLing Database Queries from Intermediate Question Decompositions Sep 13, 2021 Knowledge Graphs Text to SQL
Code Code Available 5 Weakly Supervised Text-to-SQL Parsing through Question Decomposition Dec 12, 2021 SQL Parsing Text to SQL
Code Code Available 5 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 5 Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers Jun 27, 2019 Decoder Relation
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 Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Sep 2, 2019 Decoder Dialogue State Tracking
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 Selective Demonstrations for Cross-domain Text-to-SQL Oct 10, 2023 In-Context Learning Text to SQL
Code Code Available 5 Byte-Pair Encoding for Text-to-SQL Generation Oct 20, 2019 Machine Translation 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 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 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 PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL Sep 21, 2024 Math Text to SQL
Code Code Available 5 Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Feb 25, 2025 Semantic Parsing Text to SQL
Code Code Available 5 Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA Jun 11, 2025 Code Generation Language Modeling
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 AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval Nov 20, 2020 Retrieval Task-Oriented Dialogue Systems
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 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 NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
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 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 Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker Feb 3, 2020 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 Benchmarking and Improving Text-to-SQL Generation under Ambiguity Oct 20, 2023 Benchmarking Diversity
Code Code Available 5 LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Dec 16, 2023 Question Answering 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 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning Challenges May 24, 2025 Benchmarking Mathematical Reasoning
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 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 