Minimum tag error for discriminative training of conditional random fields.
Ying XiongJie ZhuHao HuangHaihua XuPublished in: Inf. Sci. (2009)
Keyphrases
- conditional random fields
- discriminative training
- hidden markov models
- sequence labeling
- graphical models
- maximum likelihood
- crf model
- probabilistic model
- probabilistic interpretation
- posterior probability
- sequence classification
- markov random field
- generative model
- information extraction
- speech recognition
- web page prediction
- higher order
- pairwise
- segmentation method
- structured prediction
- log linear models
- support vector machine
- bayesian networks
- natural language processing