Hidden-Unit Conditional Random Fields.
Laurens van der MaatenMax WellingLawrence K. SaulPublished in: AISTATS (2011)
Keyphrases
- conditional random fields
- hidden markov models
- graphical models
- information extraction
- probabilistic model
- crf model
- sequence labeling
- maximum entropy
- named entity recognition
- higher order
- random fields
- markov random field
- generative model
- superpixels
- parameter learning
- pairwise
- approximate inference
- structured learning
- semi markov
- protein fold recognition
- web page prediction
- markov models
- markov networks
- structured prediction
- segmentation method
- undirected graphical models
- machine learning
- parameter estimation
- structured output
- feature selection
- computer vision
- contextual features
- data mining