A Fast Implementation of Semi-Markov Conditional Random Fields.
La The VinhSungyoung LeeYoung-Koo LeePublished in: FGIT-SIP (2011)
Keyphrases
- semi markov
- conditional random fields
- graphical models
- probabilistic model
- random fields
- hidden markov models
- sequence labeling
- markov random field
- higher order
- maximum entropy
- generative model
- crf model
- prior knowledge
- pairwise
- machine learning
- structured learning
- image labeling
- contextual features
- parameter learning
- markov networks
- named entity recognition
- text mining
- information extraction
- support vector