An Effective Deployment of Contrastive Learning in Multi-label Text Classification.
Nankai LinGuanqiu QinGang WangDong ZhouAimin YangPublished in: ACL (Findings) (2023)
Keyphrases
- multi label
- text classification
- learning tasks
- multi label learning
- multi label classification
- text categorization
- graph cuts
- image annotation
- class labels
- learning process
- similarity measure
- image segmentation
- neural network
- max margin
- learning algorithm
- multi instance
- multiple labels
- image classification
- small number
- active learning
- prior knowledge
- feature vectors
- natural language
- feature selection
- machine learning
- data mining