Hybrid semi-Markov CRF for Neural Sequence Labeling.
Zhi-Xiu YeZhen-Hua LingPublished in: ACL (2) (2018)
Keyphrases
- conditional random fields
- semi markov
- sequence labeling
- crf model
- graphical models
- hidden markov models
- higher order
- random fields
- probabilistic model
- named entity recognition
- markov random field
- information extraction
- structured prediction
- hedge detection
- markov models
- maximum entropy
- generative model
- superpixels
- approximate inference
- pairwise
- machine learning
- markov networks