Embedded-State Latent Conditional Random Fields for Sequence Labeling.
Dung ThaiSree Harsha RameshShikhar MurtyLuke VilnisAndrew McCallumPublished in: CoNLL (2018)
Keyphrases
- sequence labeling
- conditional random fields
- structured prediction
- graphical models
- dependency parsing
- maximum entropy
- named entity recognition
- information extraction
- markov random field
- higher order
- hidden markov models
- probabilistic model
- crf model
- generative model
- pairwise
- random fields
- latent variables
- superpixels
- natural language processing
- markov models
- markov networks
- parameter estimation
- named entities
- machine learning
- multi class
- support vector machine
- feature selection
- learning algorithm