Multimodal Semi-supervised Learning for Disaster Tweet Classification.
Iustin SirbuTiberiu SoseaCornelia CarageaDoina CarageaTraian RebedeaPublished in: COLING (2022)
Keyphrases
- semi supervised learning
- supervised learning
- improve the classification accuracy
- semi supervised classification
- semi supervised
- co training
- unlabeled data
- labeled data
- unsupervised learning
- uci datasets
- machine learning
- labeled and unlabeled data
- semi supervised learning algorithms
- transductive support vector machine
- label propagation
- text classification
- unlabeled samples
- supervised learning algorithms
- class labels
- training set
- manifold regularization
- supervised classification
- support vector
- active learning
- graph based semi supervised learning
- decision trees
- named entities
- transfer learning
- learning models
- training data
- text categorization
- support vector machine
- image classification
- instance selection
- classification accuracy
- machine learning algorithms
- knn
- semi supervised learning methods
- labeled instances
- feature space
- graph construction
- social media
- multi view
- decision boundary
- learning tasks
- training samples