Revisiting Distance Metric Learning for Few-Shot Natural Language Classification.
Witold SosnowskiAnna WróblewskaKarolina SewerynPiotr GawrysiakPublished in: CoRR (2022)
Keyphrases
- distance metric learning
- distance metric
- metric learning
- natural language
- image classification
- semi supervised
- nearest neighbor classification
- gender classification
- pattern recognition
- classification accuracy
- machine learning
- support vector machine
- feature space
- preprocessing
- support vector
- supervised learning
- preprocessing step
- text classification
- data sets
- feature vectors
- semidefinite programming
- decision trees
- svm classifier
- machine learning algorithms
- class labels
- feature extraction
- support vector machine svm
- video sequences
- feature set
- kernel learning
- feature selection
- nonlinear dimensionality reduction
- learning algorithm
- dimensionality reduction