All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training.
Islam NassarSamitha HerathEhsan AbbasnejadWray L. BuntineGholamreza HaffariPublished in: CoRR (2021)
Keyphrases
- co training
- label space
- semi supervised learning
- unlabeled data
- semi supervised
- label propagation
- multi label classification
- multi label
- class labels
- text classification
- labeled data
- active learning
- training examples
- multi view
- supervised learning
- label information
- unlabeled instances
- labeled examples
- single view
- unlabelled data
- multi instance learning
- labeled instances
- small set of labeled
- unlabeled examples
- partially labeled data
- email classification
- training data
- text categorization
- named entities
- unsupervised learning
- machine learning
- training set
- pairwise
- clustering algorithm
- data sets
- viewpoint
- data points
- learning algorithm
- small number
- text mining
- graph cuts