Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language Dec 21, 2023 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 MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Dec 18, 2023 SQL Parsing 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 Decoupling SQL Query Hardness Parsing for Text-to-SQL Dec 11, 2023 Language Modeling Language Modelling
— 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 DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Dec 6, 2023 Navigate Question Generation
Code Code Available A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases Nov 13, 2023 Knowledge Graphs Question Answering
— Unverified SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data Nov 6, 2023 In-Context Learning Text to SQL
— Unverified CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Nov 2, 2023 Hallucination Retrieval
Code Code Available Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain Oct 28, 2023 Language Modeling Language Modelling
— Unverified ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Oct 28, 2023 Decoder Text to SQL
— Unverified SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation Oct 27, 2023 Decoder Graph Generation
Code Code Available Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Oct 27, 2023 Natural Language Queries Text to SQL
— Unverified Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Oct 27, 2023 Data Interaction Data Visualization
— Unverified 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 TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL Oct 24, 2023 Text to SQL Text-To-SQL
Code Code Available Benchmarking and Improving Text-to-SQL Generation under Ambiguity Oct 20, 2023 Benchmarking Diversity
Code Code Available Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval Semantic Parsing
Code Code Available 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 Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison Oct 16, 2023 SQL Parsing Text to SQL
— Unverified Selective Demonstrations for Cross-domain Text-to-SQL Oct 10, 2023 In-Context Learning Text to SQL
Code Code Available Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Sep 19, 2023 Question Answering Retrieval
Code Code Available Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Aug 29, 2023 Prompt Engineering Text to SQL
Code Code Available Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting Aug 1, 2023 Domain Generalization Language Modelling
— Unverified C3: Zero-shot Text-to-SQL with ChatGPT Jul 14, 2023 Text to SQL Text-To-SQL
Code Code Available Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Jul 11, 2023 Prompt Learning Retrieval
— Unverified T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Jun 14, 2023 Natural Language Queries Reranking
Code Code Available Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding May 31, 2023 Semantic Parsing Text to SQL
Code Code Available Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing May 29, 2023 SQL Parsing Text to SQL
— Unverified 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 SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) May 26, 2023 Data Augmentation In-Context Learning
— Unverified Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset May 25, 2023 Benchmarking Text to SQL
Code Code Available UNITE: A Unified Benchmark for Text-to-SQL Evaluation May 25, 2023 Text to SQL Text-To-SQL
Code Code Available Uncovering and Categorizing Social Biases in Text-to-SQL May 25, 2023 Text to SQL Text-To-SQL
Code Code Available Exploring Chain-of-Thought Style Prompting for Text-to-SQL May 23, 2023 In-Context Learning SQL Parsing
— Unverified Error Detection for Text-to-SQL Semantic Parsing May 23, 2023 Language Modeling Language Modelling
Code Code Available Text-to-SQL Error Correction with Language Models of Code May 22, 2023 SQL Parsing Text to SQL
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 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 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 QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing May 11, 2023 Question Rewriting Semantic Parsing
— Unverified SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation May 10, 2023 Data Augmentation Marketing
— Unverified Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing May 7, 2023 Semantic Parsing Text to SQL
— Unverified 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 Controllable Data Augmentation for Context-Dependent Text-to-SQL Apr 27, 2023 Data Augmentation Diversity
— Unverified Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval Apr 26, 2023 Informativeness Retrieval
— Unverified 