Graphical Model Representations of Word Lattices.
Gang JiJeff A. BilmesJeff MichelsKatrin KirchhoffChristopher D. ManningPublished in: SLT (2006)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- random variables
- conditional random fields
- structure learning
- graph structure
- factor graphs
- bayesian networks
- exact inference
- markov networks
- approximate inference
- relational models
- co occurrence
- map inference
- undirected graphical models
- gaussian graphical models
- conditional independence
- statistical inference
- belief networks
- probability distribution
- conditional dependencies
- prior knowledge