Discriminative training of conditional random fields with probably submodular constraints.
Maxim BermanMatthew B. BlaschkoPublished in: CoRR (2019)
Keyphrases
- conditional random fields
- discriminative training
- hidden markov models
- markov random field
- crf model
- higher order
- graphical models
- sequence labeling
- probabilistic model
- information extraction
- generative model
- structured prediction
- log linear models
- pairwise
- maximum likelihood
- contextual features
- energy minimization
- automatic speech recognition
- segmentation method
- probabilistic interpretation
- sequence classification
- energy function
- speech recognition
- active learning
- computer vision