ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
Zhi ChenLu ChenYanbin ZhaoRuisheng CaoZihan XuSu ZhuKai YuPublished in: NAACL-HLT (2021)
Keyphrases
- neural network
- database
- relational databases
- information retrieval
- query language
- text retrieval
- databases
- natural language
- syntactic analysis
- keywords
- back propagation
- artificial neural networks
- semantic parsing
- natural language processing
- neural network model
- graph representation
- directed graph
- graph structure
- relational model
- sql queries
- database language
- broad coverage
- data types
- genetic algorithm
- text mining
- structured data
- bipartite graph
- database applications
- search engine
- random walk
- database queries
- dependency parsing
- machine translation system
- graph model
- dependency trees
- data model
- information extraction
- database design
- relational database systems
- graph matching
- database management