Domain Adaptation for Conditional Random Fields.
Qi ZhangXipeng QiuXuanjing HuangLide WuPublished in: AIRS (2008)
Keyphrases
- domain adaptation
- conditional random fields
- higher order
- graphical models
- probabilistic model
- information extraction
- hidden markov models
- cross domain
- multiple sources
- semi supervised
- markov random field
- random fields
- labeled data
- generative model
- semi supervised learning
- pairwise
- named entity recognition
- test data
- sentiment classification
- document classification
- unlabeled data
- web page prediction
- training data
- transfer learning
- target domain
- segmentation method
- test set
- data sets
- co training
- expectation maximization
- multi class