Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields.
Fei LiuTimothy BaldwinTrevor CohnPublished in: CoRR (2017)
Keyphrases
- long range
- conditional random fields
- short range
- contextual features
- graphical models
- information extraction
- probabilistic model
- markov random field
- sequence labeling
- generative model
- maximum entropy
- contextual information
- higher order
- crf model
- named entity recognition
- superpixels
- hidden markov models
- long range correlations
- random fields
- image labeling
- approximate inference
- structured prediction
- markov networks
- semi markov
- protein fold recognition
- long range interactions
- machine learning
- web page prediction
- natural images
- graph cuts