[PDF] Top 20 Word reordering for Statistical Machine Translation Using Trigram Language Model

... Statistical machine translation is a machine trans- lation method based on statistical models, which is in contrast with rule-based machine translation as well as with ... See full document

... for statistical machine translation ...likely translation given a source sen- tence and a set of model ...a trigram language model and the translation ... See full document

... distance word reordering is a major challenge in statistical machine translation re- ...shown using source syntactic trees is an effective way to tackle this problem between two ... See full document

... (lexicalized reordering) mod- els (Tillmann, 2004; Koehn et ...medium-range reordering and are prob- ably the most widely used in PSMT ...of reordering steps makes them unsuitable to capture ... See full document

... Example reordering rule based on subtrees A syntactic parse tree contains both the word- level categories, ...by reordering. Consequently, the tree-based reordering operates both on the ... See full document

... therefore reordering can only be triggered by at least partially lexicalized translation ...where reordering can be captured by rules containing only labeled non-terminals ...the reordering ... See full document

... for model training. The second type is formal constraints on word permuta- ...ical word reordering model (Tillmann, 2004), and inversion transduction grammar (ITG) constraints (Wu, ... 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 ... See full document

... to word reordering like Hindi (Venkatapathy and Banga- lore, ...regression model to predict the target words from the set of n-grams in the source ...the reordering to take place in ... 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 ...learn word reorderings. ... See full document

... the word order of this sentence quite different from that of the English ...the word reordering will be quite difficult for the word or phrase-based alignment model to ...a ... See full document

... Linguistic Reordering Models As mentioned earlier, the linguistic reordering unit is the syntactic constituent for syntactic reorder- ing, and the semantic role for semantic ...syntactic reordering ... See full document

... a reordering model for BTG that uses bilingual in- formation including class-level features of POS and word ...our model is dedi- cated to boundary features and considers different ... See full document

... to language model recom- bination to have an algorithm that generates the target sentence word by word or phrase by ...this reordering cannot be generated with the ITG ... See full document

... rates word-based reordering model into hierarchi- cal phrase-based translation to constrain word or- ...the reordering model originally proposed by Tromble and Eisner ... See full document

... Myanmar Language Commission are used as references for POS tagging and analyzing Myanmar ...English machine translation system, Grammatical Function Assignment, Word Sense Disambiguation, ... See full document

... lexicalized reordering model (RM) of an SMT system to the domain in which the system will operate using a mixture model ...of translation mod- els (TMs) and language models (LMs) ... See full document

... for statistical machine ...on Statistical Machine Translation at the North American Chapter of the Association for Compu- tational Linguistics on Human Language Technol- ogy ... See full document

... phrase-based translation systems use a word distance-based reordering model in which non-monotonic phrase alignment is penalized based on the word distance between successively ... See full document

... Some readers may argue that the features to distinguish the sentence types are very obvious in Chinese. For example, “ ? ” can easily sepa- rate the interrogative sentences from non- question sentences. In this case, a ... See full document