XML Document Transformation with Conditional Random Fields.
Rémi GilleronFlorent JousseIsabelle TellierMarc TommasiPublished in: INEX (2006)
Keyphrases
- conditional random fields
- xml documents
- graphical models
- hidden markov models
- probabilistic model
- sequence labeling
- information extraction
- maximum entropy
- random fields
- higher order
- markov random field
- generative model
- crf model
- markov models
- pairwise
- named entity recognition
- web page prediction
- markov networks
- parameter learning
- structured prediction
- semi markov
- superpixels
- xml data
- image labeling
- tree structure
- segmentation method
- contextual features
- approximate inference
- structured learning
- image segmentation