How Well Conditional Random Fields Can be Used in Novel Term Recognition.
Xing ZhangYan SongAlex Chengyu FangPublished in: PACLIC (2010)
Keyphrases
- conditional random fields
- graphical models
- random fields
- probabilistic model
- named entity recognition
- supervised training
- sequence labeling
- hidden markov models
- information extraction
- higher order
- markov random field
- web page prediction
- crf model
- generative model
- maximum entropy
- object recognition
- parameter learning
- pairwise
- image labeling
- semi markov
- markov models
- structured prediction
- superpixels
- recognition process
- structured learning
- undirected graphical models
- feature extraction
- protein fold recognition
- data mining
- segmentation method