Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions.
Oindrila SahaGrant Van HornSubhransu MajiPublished in: CoRR (2024)
Keyphrases
- decision trees
- supervised machine learning
- automatic classification
- text classification
- classification scheme
- text mining
- classification systems
- pattern recognition
- support vector
- pattern classification
- text retrieval
- image classification
- support vector machine svm
- classification algorithm
- supervised learning
- classification accuracy
- feature extraction
- feature vectors
- text data
- decision rules
- classification method
- data sets
- document categorization
- document classification
- free text
- text documents
- class labels
- benchmark datasets
- feature set
- support vector machine
- feature space
- high level