Applying Conditional Random Fields to Japanese Morphological Analysis.
Taku KudoKaoru YamamotoYuji MatsumotoPublished in: EMNLP (2004)
Keyphrases
- conditional random fields
- morphological analysis
- graphical models
- sequence labeling
- markov random field
- hidden markov models
- random fields
- generative model
- higher order
- probabilistic model
- information extraction
- maximum entropy
- pairwise
- image labeling
- crf model
- structured prediction
- markov networks
- structured learning
- semi markov
- contextual features
- web page prediction
- approximate inference
- error correcting output coding
- markov models
- named entity recognition
- undirected graphical models
- protein fold recognition
- computer vision
- data mining