Structured Belief Propagation for NLP.
Matthew R. GormleyJason EisnerPublished in: ACL (Tutorial Abstracts) (2014)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- natural language processing
- approximate inference
- stereo matching
- markov networks
- pairwise
- fixed point
- energy function
- loopy belief propagation
- energy minimization
- information extraction
- factor graphs
- free energy
- belief networks
- natural language
- text mining
- probabilistic model
- image processing
- sum product
- probabilistic inference
- multiscale
- bayesian networks
- high quality