Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging.
Apostolos KemosHeike AdelHinrich SchützePublished in: NAACL-HLT (1) (2019)
Keyphrases
- semi markov
- conditional random fields
- named entity recognition
- probabilistic model
- graphical models
- hidden markov models
- information extraction
- maximum entropy
- random fields
- crf model
- generative model
- parameter learning
- sequence labeling
- image labeling
- higher order
- markov networks
- pairwise
- undirected graphical models
- segmentation method
- superpixels
- approximate inference
- markov models
- structured prediction
- protein fold recognition
- machine learning
- structured learning
- support vector