Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach.
Jun SuzukiAkinori FujinoHideki IsozakiPublished in: EMNLP-CoNLL (2007)
Keyphrases
- structured output
- discriminative learning
- semi supervised
- structured prediction
- structured output prediction
- conditional random fields
- unsupervised learning
- latent variables
- maximum margin
- pairwise constraints
- learning algorithm
- multiclass classification
- generative model
- supervised learning
- learning process
- active learning
- pairwise
- latent variable models
- semi supervised learning
- learning tasks
- support vector machine
- reinforcement learning
- decision trees
- multi task learning
- hidden variables
- labeled data
- probabilistic model