Label efficient semi-supervised conversational intent classification.
Mandar KulkarniKyung KimNikesh GareraAnusua TrivediPublished in: ACL (industry) (2023)
Keyphrases
- semi supervised
- class labels
- supervised learning
- label information
- semi supervised classification
- classification accuracy
- feature extraction
- pattern classification
- pattern recognition
- multi label classification
- classification method
- unlabeled data
- machine learning
- text classification
- label propagation
- semi supervised learning algorithms
- semi supervised learning
- labeled data
- unsupervised learning
- incremental learning
- multi label learning
- automatic classification
- classification scheme
- classification models
- neural network
- co training
- data sets
- feature vectors
- pairwise
- training set
- decision boundary
- labelled training data
- feature selection
- unlabeled samples
- natural language
- preprocessing
- labeled and unlabeled data
- feature space
- subspace learning
- benchmark datasets
- active learning
- feature set
- image classification
- multi view
- distance metric
- multi label
- support vector machine svm