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: EMNLP (Findings) (2023)
Keyphrases
- multi label
- text classification
- learning tasks
- multi label learning
- multi label classification
- text categorization
- multiple labels
- image classification
- hierarchical text categorization
- single label classification
- multi instance
- image annotation
- single instance
- graph cuts
- learning algorithm
- binary classification
- unsupervised learning
- max margin
- learning problems
- class labels
- learning process
- supervised learning
- label space
- feature extraction
- pairwise
- prior knowledge
- computer vision
- active learning
- text mining
- machine learning
- data mining