TildeCRF: Conditional Random Fields for Logical Sequences.
Bernd GutmannKristian KerstingPublished in: ECML (2006)
Keyphrases
- conditional random fields
- hidden markov models
- sequence classification
- graphical models
- sequence labeling
- probabilistic model
- markov random field
- maximum entropy
- pairwise
- random fields
- higher order
- information extraction
- markov models
- crf model
- generative model
- markov networks
- named entity recognition
- superpixels
- parameter learning
- web page prediction
- semi markov
- structured prediction
- structured learning
- undirected graphical models
- image labeling
- approximate inference
- contextual features
- protein fold recognition
- maximum likelihood