Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification.
Ashwin Geet D'SaIrina IllinaDominique FohrDietrich KlakowDana RuiterPublished in: Insights (2020)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised learning algorithms
- semi supervised
- semi supervised classification
- supervised learning
- unlabeled data
- labeled data
- class labels
- co training
- unsupervised learning
- machine learning
- multi label classification
- graph based semi supervised learning
- unlabeled samples
- labeled and unlabeled data
- labeled instances
- training data
- label propagation algorithm
- text classification
- label information
- pattern recognition
- text categorization
- active learning
- training set
- support vector machine
- pairwise
- classification algorithm
- learning problems
- support vector
- labeled examples
- feature vectors
- community detection
- semi supervised learning methods
- clustering method
- pairwise constraints
- decision boundary
- cost sensitive
- transfer learning
- machine learning algorithms
- image classification
- multi class
- data points
- classification accuracy
- high dimensional
- learning algorithm