Discovering Linguistic Dependencies with Graphical Models.
Ernesto William De LucaFrank RügheimerPublished in: LWA (2007)
Keyphrases
- graphical models
- conditional dependencies
- relational dependency networks
- belief propagation
- probabilistic model
- random variables
- relational models
- probabilistic graphical models
- probabilistic inference
- approximate inference
- bayesian networks
- conditional random fields
- markov networks
- structure learning
- exact inference
- factor graphs
- map inference
- graph structure
- statistical inference
- belief networks
- undirected graphical models
- directed graphical models
- natural language
- bayesian inference
- possibilistic networks
- directed acyclic
- image segmentation