TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification.
Nicholas BotzerDavid VasquezTim WeningerIssam LaradjiPublished in: CoRR (2023)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- semi supervised
- text classification
- knn algorithm
- nearest neighbor
- support vector machine
- knn classifier
- feature selection
- supervised learning
- text categorization
- nearest neighbour
- knn classification
- labeled data
- distance measurement
- active learning
- majority voting
- unsupervised learning
- distance function
- classification accuracy
- graph construction
- shows significant improvements
- nearest neighbor algorithm
- k nearest
- feature vectors
- similarity search
- semi supervised learning
- dimensionality reduction methods
- support vector
- feature extraction
- machine learning
- naive bayes
- label propagation
- labeled and unlabeled data
- input space
- radial basis function
- data sets
- data mining