[PDF] Top 20 A DP based Search Algorithm for Statistical Machine Translation

... However, for the optimization criterion considered here dynamic programming is only suboptimal because the decomposition into independent subproblems is only approximately possible: to p[r] ... See full document

... A DP based Search Algorithm for Statistical Machine Translation A D P b a s e d S e a r c h A l g o r i t h m for S t a t i s t i c a l M a c h i n e T r a n s l a t i o n S N i e f l e n , S Vogel, H[.] ... See full document

... a search procedure for statistical machine translation ...the search procedure is to find the most likely translation given a source sen- tence and a set of model ...the ... See full document

... Block-based translation units are used in several pa- pers on statistical machine ...for statistical MT: alignment templates correspond to blocks that do have an internal ...phrasal ... See full document

... Source decoding sequence models predict which input word is likely to be translated at a given state of decoding. For instance, reordered source lan- guage models (Feng et al., 2010) are smoothed n- gram models trained ... See full document

... phrase translation candidates has a positive effect on both translation quality and ...beam search as early as ...the search structure to use the LM costs of the first word of a new phrase as ... See full document

... complete statistical machine translation system by integrating the advantages of string-tree model and hierarchical phrase ...of translation rules and the property of translation ...is ... See full document

... for statistical machine translation (SMT) and propose a segmentation metric that takes into account both sides of the SMT training ...in translation BLEU scores and confirms the robustness of ... See full document

... made based only on the query posed, with- out consideration of a particular user’s preferences and search ...the search results are inevitably mixed in content ...personalize search according ... See full document

... coling2000 qms final 9june00 dvi Word Re ordering and DP based Search in Statistical Machine Translation Christoph Tillmann and Hermann Ney Lehrstuhl f?ur Informatik VI, Computer Science Department RW[.] ... See full document

... Under the assumption that the alignment is monotone with respect to the word order in both languages, an efficient search strategy for translation can be formulated.. The details of the [r] ... See full document

... Table 3 gives results of the online models com- pared to the batch retrained models. For presentation clarity we show only a sample of the full set of ten test points though all results follow the pattern that using more ... See full document

... generic alignment pattern A, between E’ and E is an “ order-preserved”or “ sequential” alignment between their constituents. We further assume that this most likely alignment has much higher probability than other ... See full document

... the search prob- lem ...are based on inversion transduction grammars (ITG) (Wu, 1995; Wu, ...resulting search algorithm and its extension for word graph ...the translation results when ... See full document

... ples of the model outputs are presented in Table 2 and Table 3. Some situations are successfully corrected using transformer (Table 2), whereas it failed to perform in other situations (Table 3). The reason for ... See full document

... lexicon translation model into ...for translation and language model adapta- ...for translation model adaptation. Xiao et al. (2012) propose a topic-based similar- ity model for rule selection ... See full document

... a machine learning perspective the log- linear model is used to solve a ranking ...In machine translation, this ranking is, for example, given by an automatic evaluation ...ListNet algorithm ... See full document

... This is a joint undertaking of Computational Linguistic Team @ C-DIT, Kerala State IT Mission and Dept: of Linguistics, University of Kerala for research [7]. The use of information technology demands the need of local ... See full document

... This state of affairs has prompted some to ex- amine the possibility of automating the post-editing process itself, at least as far as “repetitive errors” are concerned. Allen and Hogan (2000) sketch the out- line of ... See full document

... of machine translation outputs are where the authors successfully performed statistical post-editing (SPE) of rule-based machine translation ...massive translation quality ... See full document