Liang et al. ( 2006 ) presented a perceptron-based algorithm for learning the phrase-translation parameters in a statistical machine translation system .
an endtoend discriminative approach to machine translation
P Liang A Bouchard-Ct D Klein B Taskar
Furthermore , we also evaluate the method on alternate extrinsic loss functions . Liang et al. ( 2006 ) presented a perceptron-based algorithm for learning the phrase-translation parameters in a statistical machine translation system . Similar to the inline-ranker loss function presented here , they use a k-best lists of hypotheses in order to identify parameters which can improve a global objective function : BLEU score .
@@CITATION presented a perceptron-based algorithm for learning the phrase-translation parameters in a statistical machine translation system .