Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU.
Yilin ShenYen-Chang HsuAvik RayHongxia JinPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- microcalcification clusters
- classification accuracy
- decision trees
- pattern recognition
- detection accuracy
- false alarms
- classification algorithm
- automatic detection
- feature extraction
- feature vectors
- decision rules
- classification method
- pattern classification
- automatic classification
- neyman pearson
- feature selection
- machine learning
- neural network
- domain independent
- data mining
- detection method
- feature set
- domain experts
- class labels
- machine learning methods
- event detection
- detection algorithm
- text classification
- classification models
- generalization ability
- web search
- classification scheme
- feature space
- robust detection
- preprocessing
- training data