Structured Belief Propagation for NLP.
Matthew R. GormleyJason EisnerPublished in: ACL (Tutorial Abstracts) (2015)
Keyphrases
- belief propagation
- graphical models
- markov random field
- message passing
- graph cuts
- natural language processing
- stereo matching
- approximate inference
- fixed point
- markov networks
- energy function
- energy minimization
- loopy belief propagation
- information extraction
- exact inference
- factor graphs
- free energy
- image restoration
- pairwise
- probabilistic inference
- statistical physics
- probabilistic model
- bayesian networks
- image segmentation
- dynamical systems
- input image
- image features
- np hard
- machine learning