CoMAL: Contrastive Active Learning for Multi-Label Text Classification.
Cheng PengHaobo WangKe ChenLidan ShouChang YaoRunze WuGang ChenPublished in: KDD (2024)
Keyphrases
- multi label
- text classification
- active learning
- text categorization
- machine learning
- multi label classification
- labeled data
- image annotation
- text mining
- binary classification
- bag of words
- multiple labels
- multi instance
- transfer learning
- unlabeled data
- image classification
- multi label learning
- feature selection
- class labels
- naive bayes
- text classifiers
- training set
- semi supervised
- semi supervised learning
- learning algorithm
- single label classification
- cost sensitive
- graph cuts
- relevance feedback
- generalization error
- text documents
- feature set
- supervised learning
- protein function prediction
- hierarchical text categorization
- document clustering
- training examples