Create! Don't Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation.
Letian WangXianggen LiuJiancheng LvPublished in: NAACL-HLT (2024)
Keyphrases
- multi label
- paradigm shift
- multi label classification
- text categorization
- image classification
- text classification
- multi label learning
- image annotation
- multiple labels
- class labels
- graph cuts
- label space
- binary classification
- multi instance
- learning tasks
- single instance
- domain driven
- label assignment
- max margin
- machine learning
- future development
- hierarchical text categorization
- data sets
- single label classification
- visual features
- neural network