Approximation-Aware Dependency Parsing by Belief Propagation.
Matthew R. GormleyMark DredzeJason EisnerPublished in: Trans. Assoc. Comput. Linguistics (2015)
Keyphrases
- belief propagation
- dependency parsing
- graphical models
- free energy
- message passing
- markov random field
- partition function
- graph cuts
- stereo matching
- approximate inference
- dependency parser
- loopy belief propagation
- syntactic semantic
- markov networks
- fixed point
- factor graphs
- generalized belief propagation
- closed form
- energy function
- pairwise
- probabilistic model
- probabilistic inference
- bayesian networks
- computer vision
- preprocessing