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