Bayesian Conditional Random Fields.
Yuan (Alan) QiMartin SzummerTom MinkaPublished in: AISTATS (2005)
Keyphrases
- conditional random fields
- maximum entropy
- hidden markov models
- probabilistic model
- graphical models
- sequence labeling
- higher order
- markov random field
- generative model
- pairwise
- information extraction
- posterior probability
- markov models
- image labeling
- semi markov
- random fields
- markov networks
- crf model
- parameter learning
- posterior distribution
- bayesian networks
- structured learning
- maximum likelihood
- web page prediction
- named entity recognition
- loopy belief propagation
- bayesian inference
- gaussian processes
- segmentation method
- support vector
- structured prediction
- discriminative models
- approximate inference