- Content Enhanced BERT-based Text-to-SQL Generation
- RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases
- SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning
- Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
- TABERT: Pretraining for Joint Understanding of Textual and Tabular Data
- Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
- Improving Text-to-SQL Evaluation Methodology
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
- RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
- TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
- A Pilot Study for Chinese SQL Semantic Parsing
- Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
- Text-to-SQL Generation for Question Answering on Electronic Medical Records
- Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers
- ValueNet: A Neural TexttoSQL Architecture Incorporating Values
- Using Database Rule for Weak Supervised Text-to-SQL Generation
- Byte-Pair Encoding for Text-to-SQL Generation
- CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
- SParC: Cross-Domain Semantic Parsing in Context
- TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation
- Zero-shot Text-to-SQL Learning with Auxiliary Task
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"In the history of ideas, it's repeatedly happened that an idea, developed in one area for one purpose, finds an unexpected application elsewhere. Concepts developed purely for philosophy of mathematics turned out to be just what you needed to build a computer. Statistical formulae for understanding genetic change in biology are now applied in b…
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"In the history of ideas, it's repeatedly happened that an idea, developed in one area for one purpose, finds an unexpected application elsewhere. Concepts developed purely for philosophy of mathematics turned out to be just what you needed to build a computer. Statistical formulae for understanding genetic change in biology are now applied in b…
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