Exploring Segment Representations for Neural Semi-Markov Conditional Random Fields.
Yijia LiuWanxiang CheBing QinTing LiuPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2020)
Keyphrases
- semi markov
- conditional random fields
- higher order
- graphical models
- hidden markov models
- probabilistic model
- markov random field
- information extraction
- generative model
- named entity recognition
- sequence labeling
- maximum entropy
- crf model
- random fields
- pairwise
- approximate inference
- markov networks
- superpixels
- structured learning
- parameter learning
- image labeling
- undirected graphical models
- protein fold recognition
- machine learning
- web page prediction
- loopy belief propagation
- structured prediction
- markov models
- named entities
- energy function
- text mining
- image segmentation
- feature selection