Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields.
Fei LiuTimothy BaldwinTrevor CohnPublished in: IJCNLP(1) (2017)
Keyphrases
- long range
- conditional random fields
- contextual features
- short range
- probabilistic model
- graphical models
- higher order
- random fields
- hidden markov models
- pairwise
- information extraction
- markov random field
- sequence labeling
- named entity recognition
- crf model
- contextual information
- structured prediction
- generative model
- superpixels
- maximum entropy
- image labeling
- undirected graphical models
- long range correlations
- markov networks
- semi markov