Scaling Conditional Random Fields by One-Against-the-Other Decomposition.
Hai ZhaoChunyu KitPublished in: J. Comput. Sci. Technol. (2008)
Keyphrases
- conditional random fields
- probabilistic model
- information extraction
- random fields
- hidden markov models
- sequence labeling
- graphical models
- crf model
- maximum entropy
- pairwise
- higher order
- web page prediction
- named entity recognition
- generative model
- markov random field
- image labeling
- markov models
- parameter learning
- structured prediction
- structured learning
- loopy belief propagation
- semi markov
- contextual features
- response time
- structured output
- multi class
- weighted sums
- machine learning