Labelwise Margin Maximization for Sequence Labeling.
Wenjun GaoXipeng QiuXuanjing HuangPublished in: CICLing (1) (2011)
Keyphrases
- sequence labeling
- margin maximization
- conditional random fields
- support vector
- dependency parsing
- metric learning
- structured prediction
- named entity recognition
- discriminative information
- dimensionality reduction
- crf model
- pairwise
- support vector machine
- semi supervised
- graphical models
- hidden markov models
- hyperplane
- intra class
- maximum margin
- markov random field
- information extraction