Optimization of Log-linear Machine Translation Model Parameters Using SVMs.
Jesús González-RubioDaniel Ortiz-MartínezFrancisco CasacubertaPublished in: PRIS (2008)
Keyphrases
- machine translation
- log linear
- support vector
- cross lingual
- natural language processing
- log linear models
- maximum margin
- cross language information retrieval
- information extraction
- statistical machine translation
- natural language
- target language
- support vector machine
- max margin
- word sense disambiguation
- query translation
- multi class
- knn
- machine learning
- latent variables
- probabilistic modeling
- feature selection
- multi class classification
- efficient learning
- kernel function
- expectation maximization
- feature vectors
- pairwise
- bayesian networks
- training data
- artificial intelligence
- information retrieval