AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification.
Yongxin HuangKexin WangSourav DuttaRaj Nath PatelGoran GlavasIryna GurevychPublished in: EMNLP (2023)
Keyphrases
- pattern recognition
- pattern classification
- classification accuracy
- image classification
- decision trees
- support vector machine svm
- machine learning
- neural network
- class labels
- support vector machine
- classification method
- classification algorithm
- domain independent
- domain specific
- classification models
- automatic classification
- feature set
- supervised learning
- feature space
- dimensionality reduction
- natural language processing
- domain experts
- feature vectors
- training set
- vector space
- manifold learning
- support vector
- video sequences
- cross domain
- classification scheme