Multi-class Text Classification using BERT-based Active Learning.
Sumanth PrabhuMoosa MohamedHemant MisraPublished in: DaSH@KDD (2021)
Keyphrases
- multi class
- text classification
- active learning
- feature selection
- machine learning
- labeled data
- bag of words
- text categorization
- unlabeled data
- support vector machine
- pairwise
- training examples
- semi supervised
- text mining
- transfer learning
- naive bayes
- cost sensitive
- binary classification
- multi class classification
- knn
- learning algorithm
- semi supervised learning
- object detection
- random sampling
- multiple classes
- multi class problems
- class probabilities
- supervised learning
- training set
- error correcting output codes
- multiclass problems
- multi label
- generalization error
- multi class svm
- multi label classification
- neural network
- language modeling
- learning process
- binary classifiers
- multiple instance learning
- multi task
- machine learning algorithms
- data sets
- multi class boosting