Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss Apr 26, 2022 SQL Parsing Text to SQL
— Unverified In-Context Learning for Few-Shot Dialogue State Tracking Mar 16, 2022 Dialogue State Tracking Few-Shot Learning
Code Code Available Evaluating the Text-to-SQL Capabilities of Large Language Models Mar 15, 2022 Language Modeling Language Modelling
— Unverified UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Mar 15, 2022 Language Modeling Language Modelling
Code Code Available S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Mar 14, 2022 Semantic Parsing Text to SQL
— Unverified HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Mar 14, 2022 Semantic Parsing Text to SQL
— Unverified Integrating question answering and text-to-SQL in Portuguese Feb 8, 2022 Question Answering Text to SQL
Code Code Available Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing Jan 16, 2022 Few-Shot Learning In-Context Learning
— Unverified Weakly Supervised Text-to-SQL Parsing through Question Decomposition Jan 16, 2022 SQL Parsing Text to SQL
— Unverified Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Jan 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pretrained Language Models Are All You Need For Text-to-SQL Schema Linking Dec 17, 2021 All Language Modeling
— Unverified 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 Weakly Supervised Text-to-SQL Parsing through Question Decomposition Dec 12, 2021 SQL Parsing Text to SQL
Code Code Available Hierarchical Neural Data Synthesis for Semantic Parsing Dec 4, 2021 Data Augmentation Semantic Parsing
— Unverified UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Nov 16, 2021 Language Modeling Language Modelling
— Unverified Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Nov 16, 2021 SQL Parsing Text to SQL
— Unverified ST-SQL: Semi-Supervised Self-Training for Text-to-SQL via Column Specificity Meta-Learning Nov 16, 2021 Meta-Learning Specificity
Code Code Available 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 S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Nov 16, 2021 Semantic Parsing Text to SQL
— Unverified Speech-to-SQL Parsing: Error Correction with Multi-modal Representations Nov 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Nov 16, 2021 Dialogue State Tracking Semantic Parsing
— Unverified Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Nov 16, 2021 Text to SQL Text-To-SQL
— Unverified Evaluating the Text-to-SQL Capabilities of Large Language Models Nov 16, 2021 Language Modeling Language Modelling
— Unverified SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Nov 1, 2021 Semantic Parsing Text to SQL
Code Code Available Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment Oct 16, 2021 Sentence Text to SQL
— Unverified mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer Oct 7, 2021 Text to SQL Text-To-SQL
Code Code Available Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Sep 22, 2021 Semantic Parsing Text to SQL
Code Code Available SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising Sep 17, 2021 Denoising slot-filling
— Unverified Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Sep 15, 2021 Text to SQL Text-To-SQL
— Unverified SPARQLing Database Queries from Intermediate Question Decompositions Sep 13, 2021 Knowledge Graphs Text to SQL
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 Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Sep 11, 2021 Text to SQL Text-To-SQL
Code Code Available Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Sep 11, 2021 Text to SQL 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 Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer Aug 1, 2021 Text to SQL Text-To-SQL
Code Code Available 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 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Jun 22, 2021 Question Answering SQL Parsing
Code Code Available End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task Jun 17, 2021 Semantic Parsing Text to SQL
— Unverified 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 Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface Jun 8, 2021 Text Generation Text to SQL
— Unverified Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL Jun 4, 2021 Semantic Parsing SQL Parsing
— Unverified 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 Towards Robustness of Text-to-SQL Models against Synonym Substitution Jun 2, 2021 Text to SQL Text-To-SQL
Code Code Available SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising May 17, 2021 Decoder Denoising
Code Code Available Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Apr 15, 2021 Semantic Parsing Text to SQL
Code Code Available Learning to Synthesize Data for Semantic Parsing Apr 12, 2021 Domain Generalization Semantic Parsing
Code Code Available ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Apr 10, 2021 Decoder Semantic Parsing
Code Code Available NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
Code Code Available Self-supervised Text-to-SQL Learning with Header Alignment Training Mar 11, 2021 Self-Supervised Learning Text to SQL
— Unverified Improving Text-to-SQL with Schema Dependency Learning Mar 7, 2021 Text to SQL Text-To-SQL
— Unverified 