Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification.
Simon Chi Lok UJie HeVíctor Gutiérrez-BasultoJeff Z. PanPublished in: CoRR (2023)
Keyphrases
- multi label
- text classification
- learning tasks
- multi label learning
- multi label classification
- text categorization
- hierarchical text categorization
- multiple labels
- single label classification
- single instance
- multi instance
- learning algorithm
- unsupervised learning
- image classification
- supervised learning
- graph cuts
- class labels
- binary classification
- max margin
- feature selections
- image annotation
- learning process
- machine learning
- label space
- feature selection
- text mining
- learning problems
- active learning
- collective classification
- knowledge discovery
- training examples
- knn
- data sets
- automatic image annotation
- similarity measure
- classifier training
- label assignment