A Multitask Active Learning Framework for Natural Language Understanding.
Hua ZhuWu YeSihan LuoXidong ZhangPublished in: COLING (2020)
Keyphrases
- natural language understanding
- multi task
- active learning framework
- active learning
- learning tasks
- multi task learning
- learning algorithm
- transfer learning
- multitask learning
- semantic analysis
- text understanding
- natural language
- learning problems
- knowledge representation
- natural language processing
- feature selection
- language understanding
- multi class
- multiple tasks
- spoken dialog systems
- semantic representations
- dialogue system
- supervised learning
- gaussian processes
- machine learning
- machine learning algorithms
- knowledge acquisition
- artificial intelligence
- data mining
- information gain
- kernel methods
- semi supervised
- information extraction
- reinforcement learning