Parsing and Maintaining Bibliographic References - Semi-supervised Learning of Conditional Random Fields with Constraints.
Sebastian LindnerWinfried HöhnPublished in: KDIR (2012)
Keyphrases
- semi supervised learning
- conditional random fields
- discriminative models
- semi supervised
- unsupervised learning
- learning models
- labeled data
- unlabeled data
- generative model
- pairwise
- graphical models
- higher order
- hidden markov models
- information extraction
- probabilistic model
- markov random field
- supervised learning
- co training
- machine learning
- learning problems
- training data
- named entity recognition
- pairwise constraints
- active learning
- semantic segmentation
- structured prediction
- natural language
- image processing
- natural language processing
- learning algorithm
- labeled and unlabeled data
- parameter learning
- superpixels
- transfer learning
- segmentation method
- image segmentation