Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification.
Wei TanNgoc Dang NguyenLan DuWray L. BuntinePublished in: AAAI (2024)
Keyphrases
- multi label
- text classification
- active learning
- text categorization
- multi label classification
- labeled data
- machine learning
- unlabeled data
- binary classification
- multi instance
- bag of words
- graph cuts
- image annotation
- multi label learning
- image classification
- semi supervised learning
- naive bayes
- class labels
- transfer learning
- semi supervised
- text documents
- text mining
- text classifiers
- supervised learning
- training data
- protein function prediction
- multiple labels
- feature selection
- class imbalance
- training set
- knn
- cost sensitive
- feature extraction
- neural network
- k nearest neighbor
- learning algorithm
- unsupervised learning