Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging.
Apostolos KemosHeike AdelHinrich SchützePublished in: CoRR (2018)
Keyphrases
- semi markov
- conditional random fields
- named entity recognition
- graphical models
- probabilistic model
- higher order
- sequence labeling
- pairwise
- hidden markov models
- markov random field
- information extraction
- random fields
- maximum entropy
- crf model
- generative model
- image labeling
- structured learning
- markov networks
- belief propagation
- approximate inference
- parameter learning
- structured prediction
- segmentation method
- web page prediction
- similarity measure
- undirected graphical models
- contextual features