Denoising Labeled Data for Comment Moderation Using Active Learning.
Andraz PeliconMladen KaranRavi ShekharMatthew PurverSenja PollakPublished in: LREC/COLING (2024)
Keyphrases
- labeled data
- active learning
- denoising
- unlabeled data
- semi supervised learning
- semi supervised
- image denoising
- transfer learning
- natural images
- unlabeled examples
- supervised learning
- image processing
- random sampling
- training examples
- class labels
- co training
- labeled examples
- semi supervised classification
- domain adaptation
- learning algorithm
- selective sampling
- training set
- labeled training data
- unlabeled instances
- fully supervised
- cost sensitive
- learning process
- label information
- machine learning
- data points
- query by committee
- multi class
- support vector
- training data
- labeling effort