Neural CRF Transducers for Sequence Labeling.
Kai HuZhijian OuMin HuJunlan FengPublished in: ICASSP (2019)
Keyphrases
- sequence labeling
- conditional random fields
- crf model
- dependency parsing
- named entity recognition
- structured prediction
- probabilistic model
- graphical models
- hidden markov models
- markov random field
- information extraction
- random fields
- maximum entropy
- generative model
- markov models
- pairwise
- higher order
- hedge detection
- artificial intelligence
- segmentation method
- approximate inference
- belief propagation
- parameter estimation
- training samples
- natural language