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