Benchmarking Approximate Inference Methods for Neural Structured Prediction.
Lifu TuKevin GimpelPublished in: NAACL-HLT (1) (2019)
Keyphrases
- structured prediction
- maximum margin
- conditional random fields
- efficient learning
- markov networks
- latent variables
- neural network
- approximate inference
- convex optimization
- structured prediction problems
- belief networks
- information extraction
- markov random field
- higher order
- bayesian inference
- probabilistic model
- pairwise
- support vector
- feature selection
- learning algorithm