Self-attention-based conditional random fields latent variables model for sequence labeling.
Yinan ShaoJerry Chun-Wei LinGautam SrivastavaAlireza JolfaeiDongdong GuoYi HuPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- conditional random fields
- probabilistic model
- sequence labeling
- structured prediction
- latent variables
- crf model
- graphical models
- random fields
- maximum entropy
- markov models
- named entity recognition
- generative model
- question answering
- information extraction
- posterior probability
- dependency parsing
- hidden markov models