Active Learning for Turkish Text Classification.
Ali Osman Berk SapciÖznur TastanReyyan YeniterziPublished in: SIU (2020)
Keyphrases
- text classification
- active learning
- machine learning
- labeled data
- bag of words
- feature selection
- unlabeled data
- text categorization
- naive bayes
- transfer learning
- text mining
- text documents
- selective sampling
- semi supervised learning
- learning strategies
- n gram
- supervised learning
- semi supervised
- sentiment analysis
- random sampling
- text data
- text classification tasks
- imbalanced data classification
- training examples
- multi label
- learning algorithm
- knn
- semantic features
- text classifiers
- data cleaning
- experimental design
- training set
- learning process
- relevance feedback
- pool based active learning
- labeled and unlabeled data
- multi lingual
- keywords
- visual features
- active learning strategies
- databases