Automatic Chinese Abbreviation Generation Using Conditional Random Field.
Dong YangYi-Cheng PanSadaoki FuruiPublished in: HLT-NAACL (Short Papers) (2009)
Keyphrases
- em algorithm
- conditional random fields
- generative model
- crf model
- graphical models
- long range
- hidden markov models
- information extraction
- probabilistic model
- named entity recognition
- maximum entropy
- random fields
- probabilistic graphical models
- structured prediction
- efficient inference
- markov random field
- image labeling
- markov networks
- higher order
- superpixels
- pairwise
- contextual features
- sequence classification
- ordinal scale
- semantic segmentation
- approximate inference
- belief propagation
- named entities
- multi class
- similarity measure
- information retrieval