Efficient Inference and Structured Learning for Semantic Role Labeling.
Oscar TäckströmKuzman GanchevDipanjan DasPublished in: Trans. Assoc. Comput. Linguistics (2015)
Keyphrases
- structured prediction
- exact inference
- conditional random fields
- maximum margin
- markov networks
- approximate inference
- latent variables
- probabilistic inference
- graphical models
- convex optimization
- markov random field
- maximum likelihood
- machine learning
- belief networks
- support vector machine
- feature space
- image features
- message passing
- hidden variables
- probabilistic model
- hidden markov models
- learning algorithm