Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics.
Aaron L. F. HanDerek F. WongLidia S. ChaoPublished in: IIS (2013)
Keyphrases
- conditional random fields
- chinese named entity recognition
- named entity recognition
- probabilistic model
- graphical models
- random fields
- markov random field
- named entities
- information extraction
- generative model
- maximum entropy
- hidden markov models
- higher order
- crf model
- pairwise
- sequence labeling
- semi markov
- structured learning
- image labeling
- web page prediction
- protein fold recognition
- segmentation method
- markov networks
- approximate inference
- prior knowledge
- parameter learning
- support vector machine
- parameter estimation
- natural language processing