Bethe Learning of Conditional Random Fields via MAP Decoding.
Kui TangNicholas RuozziDavid BelangerTony JebaraPublished in: CoRR (2015)
Keyphrases
- conditional random fields
- structured prediction
- probabilistic model
- learning algorithm
- learning models
- parameter learning
- undirected graphical models
- learning process
- structured learning
- supervised learning
- structured domains
- hidden markov models
- learning tasks
- graphical models
- hidden variables
- random fields
- information extraction
- active learning
- prior knowledge
- bayesian networks
- feature selection