Text Augmentation Using Dataset Reconstruction for Low-Resource Classification.
Adir RahamimGuy UzielEsther GoldbraichAteret Anaby-TavorPublished in: ACL (Findings) (2023)
Keyphrases
- benchmark datasets
- supervised machine learning
- pattern recognition
- feature set
- classification accuracy
- pattern classification
- classification models
- automatic classification
- feature selection
- support vector
- high resolution
- image reconstruction
- uci datasets
- machine learning
- training dataset
- fold cross validation
- classification algorithm
- class labels
- machine learning algorithms
- feature vectors
- database
- decision trees
- training set
- supervised learning
- natural language processing
- text mining
- image classification
- text classification
- decision rules
- classification method
- classification rules
- support vector machine svm
- feature space
- keywords
- classification systems
- resource constraints
- feature extraction
- microarray datasets