[PDF] Top 20 Toward Statistical Machine Translation without Parallel Corpora
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Toward Statistical Machine Translation without Parallel Corpora
... be compared against the vectors for all words in the target language vocabulary. The size of the n 2 comparisons hugely increases if we compare vec- tors for multi-word phrases instead of just words. In this work, we ... See full document
11
Statistical Machine Translation with Word and Sentence Aligned Parallel Corpora
... of statistical machine translation for new language pairs and domains: a reduction in the cost of cre- ating new training data, and the development of more efficient methods for exploiting existing ... See full document
8
Parallel Corpora for bi Directional Statistical Machine Translation for Seven Ethiopian Language Pairs
... unification-based machine translation system (Sisay, 2004) and the other that investigated English-Amharic Statistical Machine translation (Mulu, ... See full document
8
Enriching a statistical machine translation system trained on small parallel corpora with rule-based bilingual phrases
... 5. Statistical significance of the differ- ences between systems has been computed by per- forming 1 000 iterations of paired bootstrap resam- pling (Zhang et ...the parallel training corpus ...the ... See full document
7
Enriching Parallel Corpora for Statistical Machine Translation with Semantic Negation Rephrasing
... additional parallel corpora, where the translations of the same foreign language phrase are considered ...a statistical framework for paraphrase generation of the source ... See full document
10
Machine Translation by Triangulation: Making Effective Use of Multi Parallel Corpora
... Statistical machine translation (Brown et ...larger corpora because the translation algorithm must rely on more sparse estimates of phrase fre- quencies and must also ‘back-off’ to ... See full document
8
Collecting and Using Comparable Corpora for Statistical Machine Translation
... few parallel corpora of reasonable size are available. Statistical machine translation (SMT) systems trained on these corpora perform well on texts which are from the same ... See full document
8
Improved Language Modeling for English Persian Statistical Machine Translation
... on statistical machine translation systems began in the early ...using parallel corpora – huge databases of corresponding sentences in two languages, and employ statistics and ... See full document
8
Communications between Deaf and Hearing Children Using Statistical Machine Translation
... learns statistical translation models from bilingual ...aligned corpora, which is useful for both sentence alignment and phrase table ...Some translation models introduced by IBM scientists in ... See full document
7
Tutorial: Corpora Quality Management for MT Practices and Roles
... and Translation program study localization, translation, NLP, NLU, CAT tools, and machine ...build statistical machine translation engines for world languages, including Arabic, ... See full document
97
Extracting Parallel Sub Sentential Fragments from Non Parallel Corpora
... good-quality parallel sentence pairs can be automatically extracted from comparable corpora, and used to improve the per- formance of machine translation (MT) ...of Statistical MT (SMT) ... See full document
8
Scaling Phrase Based Statistical Machine Translation to Larger Corpora and Longer Phrases
... for the MLE estimation of the translation probabil- ities for a single phrase. The complexity is domi- nated by the k terms in the equation, when the num- ber of occurrences of the phrase in the corpus is high. ... See full document
8
Chinese Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts
... A few researchers have investigated how to improve the Chinese–Portuguese MT by incorporating linguistic knowl- edge into the systems. For instance, Wong and Chao (2010) proposed a hybrid MT system combining rule-based ... See full document
8
Post Editing System For Statistical Machine Translation
... The Statistical Machine Translation System starts with the collection of training ...of parallel text is processed to align paragraphs in sentence ...of machine translation that ... See full document
6
Parametric Weighting of Parallel Data for Statistical Machine Translation
... lexical translation probabilities in both directions, seven features for the lexicalized distortion model, a word and phrase penalty, and the target language ... See full document
9
Training a Statistical Machine Translation System without GIZA++
... the translation quality for the German- English Verbmobil task when using this WFST ...large corpora, alignment with these constraints is not feasible due to the computational ... See full document
6
The OPUS Resource Repository: An Open Package for Creating Parallel Corpora and Machine Translation Services
... We have a long tradition in collecting and pro- viding parallel corpora for the public use. OPUS 1 has become the major hub for such data sets and we are now in the process of developing software that makes ... See full document
6
Japanese Russian TMU Neural Machine Translation System using Multilingual Model for WAT 2019
... Table 4 shows token and type coverage and cor- rectly translated tokens and types of distinct words on test data for A and B , respectively. It can be seen that both Ru and Ja have improved B cover- age compared to A . ... See full document
6
Urdu to English Machine Translation using Bilingual Evaluation Understudy
... is Statistical Machine Translation ...in machine translation between languages with significant word order differences ...Based Machine Translation (EBMT) that translates ... See full document
8
Lexical and Translation Equivalence in Parallel Corpora
... the statistical summary of our ...actual translation equivalence and the presumed prototypical equivalents, as measured in the ratio of the prototypical cases within the total, varies with the language as ... See full document
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