AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data.
Silei XuSina J. SemnaniGiovanni CampagnaMonica S. LamPublished in: EMNLP (1) (2020)
Keyphrases
- databases
- training data
- semantic parsing
- question answering
- database
- decision trees
- database systems
- semantic network
- knowledge discovery
- data sets
- semantic information
- relational databases
- training set
- natural language
- domain knowledge
- test data
- domain specific
- learning algorithm
- semantic web
- dependency parsing
- semantic representations
- semantic annotation
- test set
- natural language processing
- supervised learning
- heterogeneous data sources
- semantic representation
- real world
- question classification
- context free grammars
- training dataset
- training process
- information retrieval
- semantic similarity
- data integration
- high level
- training examples
- labeled data
- data management
- prior knowledge