Recognizing location names from Chinese texts based on Max-Margin Markov Network.
Lishuang LiZhuoye DingDegen HuangPublished in: NLPKE (2008)
Keyphrases
- max margin
- markov networks
- graphical models
- maximum margin
- first order logic
- maximum likelihood
- belief propagation
- structured prediction
- conditional random fields
- probabilistic model
- multi class
- structure learning
- bayesian networks
- bayesian inference
- posterior probability
- hidden variables
- multi label
- latent variables
- document classification
- markov random field
- conditional probabilities
- inductive logic programming
- keywords
- stereo matching
- generative model
- text classification
- prior knowledge
- training data