[PDF] Top 20 Improving Statistical Word Alignment with a Rule Based Machine Translation System

... the word similarity has 66,696 ...the rule-based machine translation system to improve statistical word ...same translation dictionary used in the ... See full document

... Automatic word alignment (Brown et ...all statistical machine translation (SMT) ...increase word alignment ...in translation performance as measured by BLEU ... See full document

... syntax-based statistical machine translation (SMT) models (Chiang, 2005; Liu et ...as translation knowl- edge, which can capture long-distance ...a translation rule ... See full document

... same word does not repeat often enough for the investigator to make valid ...the word to its basic form. This has implications on machine transla- tion as it means that no matter how big the train- ... See full document

... of word clusters for improving machine translation ...two translation tasks and with both the standard phrase-based and the hierarchi- cal phrase-based translation ... See full document

... System architecture, experimental set- tings and evaluation results of the EIWA in the WAT2014 Japanese to English (ja- en) and Chinese to Japanese (zh-ja) tasks are described. Our system is combining ... See full document

... Statistical alignment methods used in machine translation are relevant in our context if we consider that the target language is the concept ...guage translation. First, each ... See full document

... on alignment combination in the past has focused on how to combine the alignments from two different directions, source- to-target and ...union based on certain heuristics, as in (Koehn et ...ments ... See full document

... In Statistical Machine Translation (SMT), the constraints on word reorderings have a great impact on the set of potential translations that are ...SMT system needs to be designed with ... See full document

... On the other hand, there are approaches which use machine learning techniques. In Haque et al. (2009), authors have proposed syntactic and lex- ical context features, for integrating information about the ... See full document

... on translation for as- similation rather than dissemination, it is interesting to see how far away the system is from producing publication- ready ...translations. Word Error Rate (WER) compares the ... See full document

... recognition system allows ordinary people to speak to the ...recognition system, learning based approach and target language generation mechanism with the help of language English- Sanskrit language ... See full document

... current statistical MT models, especially the growing family of tree- structured SMT models employing stochastic trans- duction grammars of various sorts (Wu and Chiang, ...decoder based on inversion ... See full document

... same word may ap- pear in different positions of a sentence, often followed or preceded by different words, due to varying morphological properties such as case, gender and number ...English word ‘girl‘ can ... See full document

... Current word alignment models for statisti- cal machine translation do not address mor- phology beyond merely splitting ...two-level alignment model that dis- tinguishes between words ... See full document

... cluding alignment symmetrization and log-linear model tuning) using Moses (Koehn et ...obtain word alignments, we used the accompanying Perl code for Bayesian inference ... See full document

... translation system. Table 4(b) shows that the reorder- ings are improving translation quality for both sets, slightly more for the reordered ...new system allows better learning of ... See full document

... phrasal translation rules in an extrac- tion set, we use a mixture of feature ...phrase-based translation performance (Koehn et ...the alignment pre- dictions of a jointly trained unsupervised ... See full document

... is Statistical Machine Translation ...in machine translation between languages with significant word order differences ...Example Based Machine Translation ... See full document

... chunk alignment from Chinese-English parallel ...chunk alignment (Zhou ...chunk alignment; they used an SMT based model for chunk translation and then aligned the source- target chunk ... See full document