Hierarchical semi-Markov conditional random fields for deep recursive sequential data.
Truyen TranDinh Quoc PhungHung Hai BuiSvetha VenkateshPublished in: Artif. Intell. (2017)
Keyphrases
- semi markov
- sequential data
- conditional random fields
- hidden markov models
- sequence labeling
- structured domains
- probabilistic model
- graphical models
- named entity recognition
- crf model
- information extraction
- pattern discovery
- sequence classification
- markov random field
- max margin learning
- sequential patterns
- sequence data
- sequential pattern mining
- fixed length
- spatio temporal
- pattern mining
- structured prediction
- segmentation method
- generative model
- higher order
- pairwise
- machine learning
- information retrieval