AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification.
Yongxin HuangKexin WangSourav DuttaRaj Nath PatelGoran GlavasIryna GurevychPublished in: CoRR (2023)
Keyphrases
- classification accuracy
- domain specific
- text classification
- video sequences
- pattern recognition
- support vector
- automatic classification
- domain experts
- classification algorithm
- image classification
- preprocessing
- classification scheme
- decision trees
- feature selection
- training set
- feature extraction
- neural network
- support vector machine svm
- machine learning methods
- domain independent
- classification method
- shot detection
- feature set
- class labels
- question answering
- training samples
- multi class
- feature vectors
- image sequences
- machine learning