Grounded Adaptation for Zero-shot Executable Semantic Parsing Sep 16, 2020 Data Augmentation Dialogue State Tracking
Code Code Available 5 Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task Jun 13, 2025 reinforcement-learning Reinforcement Learning
Code Code Available 5 Hybrid Ranking Network for Text-to-SQL Aug 11, 2020 Language Modeling Language Modelling
Code Code Available 5 IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Nov 11, 2020 Text to SQL Text-To-SQL
Code Code Available 5 SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Nov 1, 2021 Semantic Parsing Text to SQL
Code Code Available 5 A Study of In-Context-Learning-Based Text-to-SQL Errors Jan 16, 2025 In-Context Learning 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 Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available 5 Semantic Evaluation for Text-to-SQL with Distilled Test Suites Oct 6, 2020 Text to SQL Text-To-SQL
Code Code Available 5 ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects May 22, 2025 Text to SQL Text-To-SQL
Code Code Available 5 A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Mar 12, 2023 Code Generation Language Modeling
Code Code Available 5 Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations May 12, 2023 Text to SQL Text-To-SQL
Code Code Available 5 RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Nov 10, 2019 Relation Semantic Parsing
Code Code Available 5 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 5 QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL Jun 15, 2024 Data Augmentation Text to SQL
Code Code Available 5 PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Sep 10, 2021 Dialogue State Tracking Semantic Parsing
Code Code Available 5 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL May 14, 2022 Dialogue State Tracking Semantic Parsing
Code Code Available 5 Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records Mar 14, 2024 Question Answering RAG
Code Code Available 5 Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Sep 11, 2021 Text to SQL Text-To-SQL
Code Code Available 5 MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation Oct 16, 2024 Text to SQL Text-To-SQL
Code Code Available 5 Optimizing Deeper Transformers on Small Datasets Dec 30, 2020 Reading Comprehension Semantic Parsing
Code Code Available 5 BASE-SQL: A powerful open source Text-To-SQL baseline approach Feb 15, 2025 In-Context Learning Large Language Model
Code Code Available 5 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Jan 16, 2023 Retrieval Text to SQL
Code Code Available 5 ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Apr 7, 2025 AI Agent Text to SQL
Code Code Available 5 Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study Oct 11, 2019 Semantic 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 DuoRAT: Towards Simpler Text-to-SQL Models Oct 21, 2020 Text to SQL Text-To-SQL
Code Code Available 5 An Investigation Between Schema Linking and Text-to-SQL Performance Feb 3, 2021 Text to SQL Text-To-SQL
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 Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available 5 CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Nov 2, 2023 Hallucination Retrieval
Code Code Available 5 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Jun 18, 2024 Language Modeling Language Modelling
Code Code Available 5 A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
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 LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available 5 Non-local Neural Networks Nov 21, 2017 Action Classification Action Recognition
Code Code Available 5 An Imitation Game for Learning Semantic Parsers from User Interaction May 2, 2020 Imitation Learning Text to SQL
Code Code Available 5 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 5 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 5 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available 5 DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Dec 6, 2023 Navigate Question Generation
Code Code Available 5 Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Sep 12, 2021 Meta-Learning Text to SQL
Code Code Available 5 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 5 Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm Feb 16, 2024 Active Learning In-Context Learning
Code Code Available 5 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 5 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 5 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
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 Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Jan 21, 2023 Diagnostic Natural Questions
Code Code Available 5 Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing May 14, 2023 Semantic Parsing Text to SQL
Code Code Available 5 