Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning.
François MairesseMilica GasicFilip JurcícekSimon KeizerBlaise ThomsonKai YuSteve J. YoungPublished in: ACL (2010)
Keyphrases
- graphical models
- active learning
- language generation
- statistical inference
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- probabilistic graphical models
- structure learning
- conditional random fields
- map inference
- bayesian networks
- graph structure
- markov networks
- exact inference
- conditional independence
- message passing
- statistical relational learning
- learning algorithm
- belief networks
- semi supervised
- statistical methods
- labeled data
- gaussian graphical models
- training set
- graphical structure
- factor graphs
- loopy belief propagation
- markov logic networks
- generative model