Semi-Supervised Learning of Sequence Models with Method of Moments.
Zita MarinhoAndré F. T. MartinsShay B. CohenNoah A. SmithPublished in: EMNLP (2016)
Keyphrases
- semi supervised learning
- unsupervised learning
- graph construction
- semi supervised
- transductive support vector machine
- supervised learning algorithms
- pattern recognition
- prior knowledge
- probabilistic model
- maximum likelihood
- semi supervised classification
- learning models
- labeled data
- data mining
- pairwise
- similarity measure
- model selection
- dimensionality reduction
- dimension reduction
- supervised learning
- classification accuracy
- semi supervised learning methods
- machine learning