[PDF] Top 20 A DP based Search Using Monotone Alignments in Statistical Translation
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A DP based Search Using Monotone Alignments in Statistical Translation
... 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
8
A Comparative Study on Reordering Constraints in Statistical Machine Translation
... the search prob- lem ...are based on inversion transduction grammars (ITG) (Wu, 1995; Wu, ...resulting search algorithm and its extension for word graph ...Viterbi alignments produced during ... See full document
8
Statistical Phrase Based Translation
... syntax-based translation models [Ya- mada and Knight, 2001], proves to be ...phrase translation table. We found ex- traction heuristics based on word alignments to be better than a more ... See full document
7
Unsupervised Search for the Optimal Segmentation for Statistical Machine Translation
... parallel search (Morfessor-p), and Mor- fessor with bilingual cost (Morfessor-bi) against the word-based ...token alignments and the Moses toolkit (Koehn et ...phrase-based translation ... See full document
6
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
8
Improving Translation Fluency with Search-Based Decoding and a Monolingual Statistical Machine Translation Model for Automatic Post-Editing
... fluency-based search. We search fluent translations, based on the lexical hints of the disfluent sentence, from a large target text corpus or from the ...high translation score to ... See full document
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Word Re ordering and DP based Search in Statistical Machine Translation
... 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
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Interactive Machine Translation Based on Partial Statistical Phrase-based Alignments
... the alignments cannot be generated due to coverage problems of the phrase-based model ...complex translation tasks as will be shown in section ...possible translation of every target phrase of ... See full document
7
A DP based Search Algorithm for Statistical Machine Translation
... 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
8
Phrase Based Statistical Machine Translation: A Level of Detail Approach
... to statistical machine translation relies on the word-based trans- lation model to describe the translation process ...word-to-word translation often fails to capture all properties of ... See full document
12
Chunk Based Statistical Translation
... As an implementation of P(J | E), the word align- ment based statistical translation (Brown et al., 1993) has been successfully applied to similar lan- guage pairs, such as French–English and German– ... See full document
8
Bodo to English Machine Translation through Transliteration
... the translation results in the General and News domains Bodo to English MT system has been evaluated using a BLEU (Bilingual Evaluation Understudy) ...best translation accuracy in an SMT ... See full document
6
Fast and Scalable Decoding with Language Model Look Ahead for Phrase based Statistical Machine Translation
... LM score computations are among the most expen- sive in decoding. Delaney et al. (2006) report signif- icant improvements in runtime by removing unnec- essary LM lookups via early pruning. Here we de- scribe an LM ... See full document
5
Statistical machine translation based on translation rules
... Nowadays statistical machine translation shows its benefits and has received much ...phrase-based statistical machine translation was carefully ...better. Translation rules were ... See full document
8
Stream based Translation Models for Statistical Machine Translation
... was based on ...the translation models trained on material chronologically closer to the given test ...higher translation performance when using more up- to-date TMs that incorporate recent ... See full document
9
Building a Better Bitext for Structurally Different Languages through Self training
... by translation quality (BLEU), is improved as compared with directly aligning those two ...to using the pivot language, we also built a better parallel corpus using self-trained translation ... See full document
10
Context Adaptation in Statistical Machine Translation Using Models with Exponentially Decaying Cache
... on translation quality. Using our hy- pothesis of translation consistency we expected another gain on our test ...cache translation op- tions for which the transition costs (of adding this ... See full document
8
A Sense Based Translation Model for Statistical Machine Translation
... 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
11
A Non Monotone Trust Region Method with Non Monotone Wolfe Type Line Search Strategy for Unconstrained Optimization
... line search strategy for unconstrained optimization problems based on (5), (6) and ...line search strategy, new algorithm can reduce the number of solving ... See full document
6
Learning to translate with products of novices: a suite of open ended challenge problems for teaching MT
... We provided a web-based leaderboard that dis- played standings on the test data in real time, iden- tifying each submission by a pseudonymous han- dle known only to the team and instructors. Teams could upload ... See full document
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