[PDF] Top 20 Clause Based Reordering Constraints to Improve Statistical Machine Translation

... imposing clause-based ...all clause boundaries (clause-level nodes based on the Penn Treebank II Style brack- eting guidelines – S, S-BAR, SQ, SBARQ, and ...automatic ... See full document

... English translation. Such distortions in the word reordering will be quite difficult for the word or phrase-based alignment model to ...a reordering rule to reposition the child CP after its ... See full document

... frequent reordering rules in English → Hindi ...a reordering was roughly ...wrong reordering deci- sions by choosing the most likely ...by reordering con- stituent phrases, is ...the ... See full document

... The clause alignment is modelled as a bipartite ...a clause in either the source or the target ...of clause alignment is the task of the identification of the edges in a bipartite graph, where the ... See full document

... The system “Hier.” uses a grammar with a single nonterminal label as in Chiang (2005). The system “Syntax” applies the grammar from Zollmann and Venugopal (2006) that generates a large number of syntactically motivated ... See full document

... for statistical machine translation (SMT) has mainly focused on the translation model (TM) and the language model ...on reordering model (RM) adaptation for phrase- based ... See full document

... designed reordering rules which does not exist for many language pairs while our model can be easily adapted to other translation ...to improve a very strong baseline ... See full document

... Arabic-English statistical ma- chine translation often suffers as a result of standard phrase-based SMT systems’ inabil- ity to perform long-range re-orderings, specif- ically those needed to ... See full document

... between clause-level and phrase-level differences (CDiff and PDiff) because the former account for most longer-range word movements, and the latter for the ...where reordering is managed through local ... See full document

... complete translation of an entire document at any ...the translation of phrases, to swap the position of two phrases , and to resegment ...programming constraints, so we can ... See full document

... a Statistical Machine Transla- tion (SMT) ...procedures based on phrase alignment under the complete translation model incorporating ...the reordering model yields substantial ... See full document

... Chinese translation system took advantage of POS in their additional factored translation ...would improve the translation quality, but their taxonomy of POS tag is sole and ... See full document

... the reordering models that are integrated into the decoder, the reordering at the source side can utilize more syntactic knowl- edge, with the goal of adjusting the source lan- guage sentence to make its ... See full document

... Statistical Machine Translation (SMT) is based on alignment models which learn from bilingual corpora the word correspondences between the source and target ... See full document

... In statistical machine translation (SMT) reorder- ing (also called distortion) refers to the order in which source words are translated to generate the translation in the target ...English ... See full document

... phrase reordering model in the sys- tem trained on large bitexts, we remove colloca- tion features and only use lexical features from the last words of blocks (similar to those from the first words of blocks with ... See full document

... In addition, we focus on analyzing some popular structures of English language when translating to Vietnamese language. This analysis can achieve remarkable improvements in translation performance. Because English ... See full document

... Semantics-based reordering: Semantics- based reordering has also seen an increase in activity ...or reordering model approach, Liu and Gildea (2010) modeled the ... See full document

... syntactic reordering rules have also been explored in several ...of reordering patterns from constituent trees using either Maximum Entropy or maximum likelihood ...Since reordering patterns are ... See full document

... for statistical machine translation, and the reordering complexity for a language pair can be considered as a relevant indicator of the difficulty to automatically translate from one into the ... See full document