Chinese Named Entity Recognition with Conditional Random Fields.
Wenliang ChenYujie ZhangHitoshi IsaharaPublished in: SIGHAN@COLING/ACL (2006)
Keyphrases
- conditional random fields
- chinese named entity recognition
- named entity recognition
- named entities
- information extraction
- graphical models
- probabilistic model
- hidden markov models
- maximum entropy
- sequence labeling
- generative model
- markov random field
- higher order
- crf model
- random fields
- image labeling
- pairwise
- parameter learning
- web page prediction
- structured prediction
- undirected graphical models
- markov networks
- structured learning
- computer vision
- artificial intelligence
- search engine
- graph cuts
- support vector machine
- knowledge representation
- data analysis