DirectProbe: Studying Representations without Classifiers.
Yichu ZhouVivek SrikumarPublished in: NAACL-HLT (2021)
Keyphrases
- feature representations
- decision trees
- training data
- support vector
- linear classifiers
- training set
- training samples
- feature set
- naive bayes
- training examples
- data sets
- classification method
- multiple classifiers
- classifier systems
- classification systems
- supervised classification
- higher level
- classification models
- machine learning methods
- image representation
- symbolic representation
- classification process
- classifier ensemble
- k nearest neighbour
- multi class
- genetic algorithm