Enhanced sequence labeling based on latent variable conditional random fields.
Jerry Chun-Wei LinYinan ShaoJi ZhangUnil YunPublished in: Neurocomputing (2020)
Keyphrases
- sequence labeling
- latent variables
- conditional random fields
- probabilistic model
- structured prediction
- graphical models
- crf model
- random variables
- approximate inference
- generative model
- random fields
- named entity recognition
- gaussian process
- prior knowledge
- hidden variables
- maximum entropy
- topic models
- bayesian networks
- dependency parsing
- expectation maximization
- higher order
- markov networks
- superpixels
- markov random field
- information extraction
- bayesian inference
- markov models
- pairwise
- machine learning
- hidden markov models
- knowledge representation
- image segmentation