Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Mar 3, 2021 Data Augmentation Question Generation
— Unverified An Investigation Between Schema Linking and Text-to-SQL Performance Feb 3, 2021 Text to SQL Text-To-SQL
Code Code Available GP: Context-free Grammar Pre-training for Text-to-SQL Parsers Jan 25, 2021 Decoder Sentence
— Unverified Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing Jan 1, 2021 Dialogue State Tracking Language Modeling
— Unverified Optimizing Deeper Transformers on Small Datasets Dec 30, 2020 Reading Comprehension Semantic Parsing
Code Code Available Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Dec 21, 2020 Text to SQL Text-To-SQL
— Unverified Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
Code Code Available Mention Extraction and Linking for SQL Query Generation Dec 18, 2020 Sentence slot-filling
— Unverified Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Dec 9, 2020 Graph Neural Network Semantic Parsing
Code Code Available 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 SQL Generation via Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available A Review of Cross-Domain Text-to-SQL Models Dec 1, 2020 Text to SQL Text-To-SQL
— Unverified AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval Nov 20, 2020 Retrieval Task-Oriented Dialogue Systems
Code Code Available 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 "What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Nov 9, 2020 Text to SQL Text-To-SQL
— Unverified SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Nov 7, 2020 Text Generation Text to SQL
Code Code Available ColloQL: Robust Text-to-SQL Over Search Queries Nov 1, 2020 Data Augmentation Text to SQL
Code Code Available Service-oriented Text-to-SQL Parsing Nov 1, 2020 Information Retrieval Natural Language Inference
— Unverified ``What Do You Mean by That?'' A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Nov 1, 2020 Text to SQL Text-To-SQL
— Unverified Re-examining the Role of Schema Linking in Text-to-SQL Nov 1, 2020 Text to SQL Text-To-SQL
— Unverified DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset Nov 1, 2020 SQL Parsing Text to SQL
— Unverified Structure-Grounded Pretraining for Text-to-SQL Oct 24, 2020 Text to SQL Text-To-SQL
— Unverified 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 DuoRAT: Towards Simpler Text-to-SQL Models Oct 21, 2020 Text to SQL Text-To-SQL
Code Code Available ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Oct 19, 2020 Data Augmentation Text to SQL
Code Code Available Semantic Evaluation for Text-to-SQL with Distilled Test Suites Oct 6, 2020 Text to SQL Text-To-SQL
Code Code Available A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sep 30, 2020 Graph Neural Network Semantic Parsing
Code Code Available GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
Code Code Available Grounded Adaptation for Zero-shot Executable Semantic Parsing Sep 16, 2020 Data Augmentation Dialogue State Tracking
Code Code Available Hybrid Ranking Network for Text-to-SQL Aug 11, 2020 Language Modeling Language Modelling
Code Code Available Photon: A Robust Cross-Domain Text-to-SQL System Jul 30, 2020 Text to SQL Text-To-SQL
— Unverified Semantic Evaluation for Text-to-SQL with Distilled Test Suite Jul 2, 2020 Semantic Parsing Text to SQL
— Unverified TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Jun 10, 2020 Text to SQL Text-To-SQL
Code Code Available ValueNet: A Natural Language-to-SQL System that Learns from Database Information May 29, 2020 Text-To-SQL
Code Code Available TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data May 17, 2020 Form Semantic Parsing
Code Code Available Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback May 5, 2020 Form Semantic Parsing
— Unverified An Imitation Game for Learning Semantic Parsers from User Interaction May 2, 2020 Imitation Learning Text to SQL
Code Code Available Dataset and Enhanced Model for Eligibility Criteria-to-SQL Semantic Parsing May 1, 2020 Diversity Semantic Parsing
— Unverified RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Apr 7, 2020 Position slot-filling
Code Code Available Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker Feb 3, 2020 Text to SQL Text-To-SQL
Code Code Available RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Nov 10, 2019 Relation Semantic Parsing
Code Code Available Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL Nov 1, 2019 Relation Relation Prediction
— Unverified Data-Anonymous Encoding for Text-to-SQL Generation Nov 1, 2019 Text to SQL Text-To-SQL
— Unverified Graph Enhanced Cross-Domain Text-to-SQL Generation Nov 1, 2019 Natural Language Understanding Semantic Parsing
— Unverified Byte-Pair Encoding for Text-to-SQL Generation Oct 20, 2019 Machine Translation Text to SQL
Code Code Available Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available 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 