Variational Sequential Labelers for Semi-Supervised Learning.
Mingda ChenQingming TangKaren LivescuKevin GimpelPublished in: EMNLP (2018)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- dirichlet process mixture models
- machine learning
- training examples
- supervised learning
- training data
- semi supervised classification
- unsupervised learning
- co training
- learning models
- improve the classification accuracy
- label propagation
- image segmentation
- semi supervised learning methods
- learning problems
- graph based semi supervised learning
- labeled examples
- manifold regularization
- labeled and unlabeled data
- semi supervised learning algorithms
- transfer learning
- metric learning
- computer vision
- data mining
- prior knowledge
- graph construction
- random projections
- domain adaptation
- learning algorithm
- pairwise