Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU.
Yilin ShenYen-Chang HsuAvik RayHongxia JinPublished in: CoRR (2021)
Keyphrases
- classification scheme
- classification accuracy
- pattern recognition
- machine learning
- feature extraction
- pattern classification
- feature vectors
- image classification
- benchmark datasets
- classification method
- false positives
- text classification
- domain specific
- classification systems
- decision trees
- automatic classification
- automatic detection
- domain independent
- support vector machine
- feature space
- training set
- detection rate
- domain experts
- support vector
- generalization ability
- robust detection
- neyman pearson
- microcalcification clusters
- spam detection
- digitized mammograms
- detection accuracy
- roc curve
- classification rules
- feature set
- learning algorithm