Extracting Relation Descriptors with Conditional Random Fields.
Yaliang LiJing JiangHai Leong ChieuKian Ming Adam ChaiPublished in: IJCNLP (2011)
Keyphrases
- conditional random fields
- graphical models
- probabilistic model
- higher order
- hidden markov models
- sequence labeling
- maximum entropy
- information extraction
- markov random field
- crf model
- pairwise
- markov models
- random fields
- generative model
- web page prediction
- structured learning
- semi markov
- named entity recognition
- structured prediction
- superpixels
- markov networks
- image labeling
- keypoints
- feature vectors
- approximate inference
- image segmentation
- parameter learning
- belief propagation
- structured output
- undirected graphical models
- segmentation method
- active contours
- protein fold recognition
- error correcting output coding