A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing.
Michael AuliAdam LopezPublished in: ACL (2011)
Keyphrases
- loopy belief propagation
- dual decomposition
- energy minimization
- markov random field
- belief propagation
- graph cuts
- energy function
- graphical models
- approximate inference
- natural language processing
- natural language
- message passing
- conditional random fields
- pairwise
- parameter estimation
- maximum a posteriori
- image segmentation
- em algorithm
- higher order
- support vector machine
- probability distribution
- hidden markov models
- free energy