Multi-class Text Classification using BERT-based Active Learning.
Sumanth PrabhuMoosa MohamedHemant MisraPublished in: CoRR (2021)
Keyphrases
- multi class
- text classification
- active learning
- feature selection
- machine learning
- labeled data
- text categorization
- bag of words
- unlabeled data
- transfer learning
- cost sensitive
- support vector machine
- random sampling
- text mining
- pairwise
- multi class classification
- binary classification
- semi supervised
- object detection
- naive bayes
- multi class classifier
- knn
- training examples
- learning algorithm
- multi class svm
- multiple classes
- multi label
- base classifiers
- k nearest neighbor
- training set
- supervised learning
- generalization error
- binary classifiers
- multiclass problems
- semi supervised learning
- language modeling
- class imbalance
- data points
- cost sensitive learning
- visual features
- multi class boosting