Large scale maximum margin regression based, structural learning approach to phrase translations.
Sándor SzedmákEsther GalbrunCraig SaundersYizhao NiPublished in: SMART@EAMT (2009)
Keyphrases
- maximum margin
- structural learning
- markov networks
- graphical models
- structured prediction
- support vector
- hyperplane
- learning algorithm
- directed acyclic graph
- pattern classification
- bayesian networks
- support vector machine
- multi task
- multiple kernel learning
- belief propagation
- data sets
- training samples
- svm classifier
- maximum likelihood
- bayesian inference
- generalization error
- prior knowledge