Counterfactual Generative Smoothing for Imbalanced Natural Language Classification.
Hojae HanSeungtaek ChoiMyeongho JeongJin-Woo ParkSeung-won HwangPublished in: CIKM (2021)
Keyphrases
- natural language
- classification accuracy
- machine learning
- image classification
- classification scheme
- decision trees
- pattern recognition
- feature vectors
- support vector
- feature extraction
- feature selection
- neural network
- automatic classification
- unsupervised learning
- model selection
- class imbalance
- classification method
- decision rules
- generative model
- natural language processing
- support vector machine
- machine learning algorithms
- class labels
- classification algorithm
- supervised learning
- machine learning methods
- pattern classification
- semi supervised
- learning algorithm
- decision boundary
- imbalanced data
- robust classification
- imbalanced data sets