[PDF] Top 20 Head modifier Relation based Non lexical Reordering Model for Phrase Based Translation

... Syntax has been successfully applied to SMT to improve translation performance. Research in applying syntax information to SMT has been carried out in two aspects. On the one hand, the syntax knowledge is employed ... See full document

... corresponding relation between a Chinese word and an English ...monotone translation order. For such kinds of phrase a mo- notone reordering model is enough to arrange their ...BTG ... See full document

... HPB model is that the application of a rule is independent of the actual sub ...the translation of X and “xiayou”, no matter what is covered by ...annotate non-terminals by syntactic ...selecting ... See full document

... phrasal reordering is totally dependent on the language model (NONE) we get the worst performance, even worse than the monotone ...distortion reordering models (Row 3 and 4) show similar performance ... See full document

... Statistical phrase-based machine translation requires no linguistic information beyond word-aligned parallel corpora (Zens et ...to phrase- based systems, but the ... See full document

... prove reordering model by introducing syntactic ...dency relation is incorporated into the SMT system to strengthen the ability to handle global phrase ...the translation process was ... See full document

... order model within dependency treelet trans- lation (Quirk et ...a head-relative position number for each modifier word, we simply predict the head-dependent ori- entation which is either ... See full document

... combine phrase- based features and tree-based features into one ...better translation for Chinese-English transla- ...the model can in- clude complete rule sets together with word ... See full document

... hierarchical phrase-based (HPB) transla- tion model utilizes synchronous context free gram- mar (SCFG) for translation derivation (Chiang, 2005; Chiang, 2007) and has been widely adopted in ... See full document

... hierarchical phrase-based translation (Chiang, 2007), a weighted synchronous context-free gram- mar is induced from parallel ...continuous lexical phrases, hierarchical phrases with up to two ... See full document

... of phrase reordering models ...lexicalized reordering models (Tillman, 2004; Koehn et ...practical phrase-based systems. Un- like the distance-based reordering ... See full document

... level reordering mod- els model how to move phrases, also called orien- ...use lexical con- tents such as (Zens ...use lexical features from the phrases to predict their ...orientation ... See full document

... initial phrase pair to the maximum coverage of 10 source words, we will lose the collocations such as “de” and “jvqing”, which indicates a reordering, by only considering the non-linguistic ...and ... See full document

... machine translation system developed at RWTH Aachen University for the English→Romanian translation task of the ACL 2016 First Conference on Machine Translation (WMT ...A phrase-based ... See full document

... machine translation handles reorder- ing between source and target languages by visit- ing phrases in the source in arbitrary order while generating the target from left to ...monotone translation (no ... See full document

... of Model 1, HMM, Model 3 and Model ...Conditional phrase probabilities in both directions are estimated from relative frequencies, and from lexical probabil- ities (Zens and Ney, ... See full document

... for reordering pruning (sixth row) we are able to recover the performance of the medium-DL baseline performance and even to slightly improve ...verb reordering on tests(09-11): from ...range ... See full document

... improve translation output– has been explored by many ...for translation from French to English, where context-free constituency reordering rules are acquired automatically using source and target ... See full document

... the reordering rules from the IBM Arabic-English aligned corpus (IBMAC) (Itty- cheriah and Roukos, ...learned based on the manual alignments (MAN) and the automatic alignments ... See full document

... ordering model that can be incorporated into standard phrase-based statistical ma- chine ...local reordering models that emphasize the re- ordering of adjacent phrase pairs (Till- mann ... See full document