Active Learning for New Domains in Natural Language Understanding.
Stanislav PeshterlievJohn KearneyAbhyuday JagannathaImre KissSpyros MatsoukasPublished in: NAACL-HLT (2) (2019)
Keyphrases
- natural language understanding
- active learning
- text understanding
- natural language
- knowledge representation
- semantic analysis
- natural language processing
- language understanding
- semantic representations
- abductive reasoning
- learning algorithm
- transfer learning
- joint inference
- selective sampling
- real world
- spoken dialog systems
- dialogue system
- chinese word segmentation
- learning process
- active learning strategies
- cross domain
- random sampling
- knowledge acquisition
- domain knowledge
- machine learning