Active Learning for Domain Classification in a Commercial Spoken Personal Assistant.
Xi C. ChenAdithya SagarJustine T. KaoTony Y. LiChristopher KleinStephen PulmanAshish GargJason D. WilliamsPublished in: CoRR (2019)
Keyphrases
- active learning
- selective sampling
- pattern classification
- multi class
- supervised learning
- classification accuracy
- support vector machine
- domain specific
- text classification
- pattern recognition
- image classification
- support vector machine svm
- machine learning
- class imbalance
- classification models
- learning strategies
- unsupervised learning
- support vector
- learning algorithm
- benchmark datasets
- class labels
- domain experts
- decision rules
- classification algorithm
- classification method
- domain independent
- machine learning methods
- neural network
- active learning strategies