Logarithmic Opinion Pools for Conditional Random Fields.
Andrew SmithTrevor CohnMiles OsbornePublished in: ACL (2005)
Keyphrases
- conditional random fields
- graphical models
- higher order
- probabilistic model
- sequence labeling
- crf model
- pairwise
- information extraction
- random fields
- markov random field
- generative model
- image labeling
- hidden markov models
- named entity recognition
- maximum entropy
- structured prediction
- parameter learning
- approximate inference
- markov models
- superpixels
- loopy belief propagation
- structured learning
- undirected graphical models
- semi markov
- data mining
- image processing
- segmentation method
- structured output
- machine learning