No Training Required: Exploring Random Encoders for Sentence Classification.
John WietingDouwe KielaPublished in: ICLR (Poster) (2019)
Keyphrases
- training set
- training phase
- classification scheme
- training process
- classification accuracy
- supervised learning
- unsupervised learning
- test set
- classification systems
- training samples
- pattern recognition
- support vector machine
- classification models
- class labels
- classification algorithm
- classification method
- machine learning
- automatic classification
- training dataset
- random selection
- support vector machine svm
- decision trees
- feature extraction
- image classification
- sufficient training data
- feature vectors
- decision rules
- pattern classification
- text classification
- preprocessing
- natural language
- support vector
- face recognition
- model selection
- training corpus
- neural network
- classification performances
- training examples