[PDF] Top 20 A Novel Reordering Model Based on Multi layer Phrase for Statistical Machine Translation

... monotone translation order. For such kinds of phrase a mo- notone reordering model is enough to arrange their ...BTG reordering model is appropriate to predict the order of this ... See full document

... the statistical approach. In some studies, reordering decisions are done “deterministically” by supply- ing the decoder with a canonical word order (Xia and McCord, 2004; Collins et ...These ... See full document

... hypothesis based on their estimated score before computing the exact language model ...the translation pro- ...the reordering score is combined with all other scores, while during early ... 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

... a phrase translation model, a lexicalized reordering model, a 6-gram target lan- guage model, distortion cost, word and phrase ...baseline reordering model ... See full document

... local phrase movement that can be incorpo- rated into a Statistical Machine Transla- tion (SMT) ...procedures based on phrase alignment under the complete translation ... See full document

... rules, phrase CFG rules, word-to-phrase tree transformation (W2PTT) rules, and reordering ...a reordering rule since word alignment is not perfect (Nguyen and Shimazu, ... See full document

... Syntax-based reordering as a preprocessing step has been applied to many language pairs other than ...sentence based on pre- defined, linguistically motivated ...Chinese-to-English ... See full document

... word reordering model with novel syntax-based features for sta- tistical machine ...translation. Reordering models address the problem of reordering source lan- ... See full document

... to model the translation of a phrase using the word-based translation ...literal translation of phrase constituents is often in- appropriate from a linguistic point of ... See full document

... The parser only operates on the French-side gram- mar; the English-side grammar a ff ects parsing only by increasing the e ff ective grammar size, because there may be multiple rules with the same French side but di ff ... See full document

... hierarchical phrase-based (HPB) model on the basis of a synchronous context-free grammar (SCFG) is prominent in solving global ...HPB model is inadequate to supervise the reordering ... 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

... 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

... use phrase-based statistical machine translation (PSMT) to translate between language pairs which require long-range re- ordering has attracted a great deal of interest in re- cent ... See full document

... flat reordering models, several re- searchers (Och et ...powerful model called lexicalized reorder- ing model that is phrase ...Lexicalized reordering model learns local ... See full document

... 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

... global reordering model that explicitly models long distance re- ordering 1 ...of reordering patterns, namely MA (monotone adjacent), MG (monotone gap), RA (reverse adjacent), and RG (reverse ...are ... See full document

... Lexicalized reordering model plays a central role in phrase-based statistical machine translation sys- ...The reordering model specifies the orientation for ... See full document

... SMT model try to identify infrequent entries (Zollmann et ...the translation perfor- mance due to their side effect of algorithms; simi- lar multiple entries can be pruned at the same time deteriorating ... See full document