Biological Entity Recognition with Conditional Random Fields.
Ying HeMehmet KayaalpPublished in: AMIA (2008)
Keyphrases
- conditional random fields
- graphical models
- hidden markov models
- information extraction
- sequence labeling
- higher order
- probabilistic model
- markov random field
- random fields
- crf model
- image labeling
- named entity recognition
- pairwise
- semi markov
- structured prediction
- parameter learning
- markov models
- web page prediction
- maximum entropy
- generative model
- approximate inference
- markov networks
- structured learning
- information retrieval
- superpixels
- biological data
- multi class
- bayesian networks
- segmentation method
- image processing
- contextual features
- data mining