Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks.
Mahnoosh KholghiLaurianne SitbonGuido ZucconAnthony N. NguyenPublished in: AusDM (2014)
Keyphrases
- conditional random fields
- factors influencing
- learning frameworks
- factors affecting
- hidden markov models
- graphical models
- probabilistic model
- sequence labeling
- crf model
- information extraction
- markov random field
- higher order
- random fields
- generative model
- named entity recognition
- semi markov
- web page prediction
- structured prediction
- pairwise
- semi supervised
- similarity measure
- error correcting output coding