[PDF] Top 20 Statistical Machine Translation with Word and Sentence Aligned Parallel Corpora
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Statistical Machine Translation with Word and Sentence Aligned Parallel Corpora
... using word-aligned data in estimat- ing the parameters for machine translation leads to better alignments is ...better translation quality, we used a state-of-the-art phrase-based ... See full document
8
Bayesian Word Alignment for Statistical Machine Translation
... most statistical machine translation (SMT) sys- tems, in which the estimated alignments are used for constraining the set of candidates in phrase/grammar extraction (Koehn et ...State-of-the-art ... See full document
6
Symmetric Word Alignments for Statistical Machine Translation
... symmetric word align- ments for statistical machine ...the word alignment problem to find- ing an edge cover with minimal costs in a bipartite ...target-to-source translation directions ... See full document
7
Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation
... into word aligned text to help improve automatic WA and translation ...imum translation units and translation relations; tagging adds contextual, syntactic and language- specific ... See full document
11
Enriching a statistical machine translation system trained on small parallel corpora with rule-based bilingual phrases
... the word alignments in a PBSMT system could lead to improvements in translation performance (Lopez and Resnik, 2006), in our approach we add to the original corpus all the entries, after suitably inflecting ... See full document
7
Example Based Paraphrasing for Improved Phrase Based Statistical Machine Translation
... a translation is accumulated uniformely ev- ery time it is found associated with a source phrase in the training ...automatic word alignment and non literal translations often produce useless biphrases, ... See full document
11
ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics
... WMT15 translation task (Bojar et ...the corpora, set the maximum sentence length to 126, use 150-best lists during tuning, set the LM order to a value in [7, 10] for all language pairs, and train the ... See full document
5
OPTIMAL ALIGNMENT FOR BI-DIRECTIONAL AFAAN OROMO-ENGLISH STATISTICAL MACHINE TRANSLATION
... than word level and sentence level ...is word to ...single word meaning in English; for example, “Mana kitabaa ...as word correspondence is not only one to one rather it includes one ... See full document
5
Parallel Corpora for bi Directional Statistical Machine Translation for Seven Ethiopian Language Pairs
... Amharic-Wolaytta-Amharic translation systems are better than Amharic- Ge’ez-Amharic systems although the data size used in the former is less than the data size used in the ...of word types that Amharic has ... See full document
8
Collecting and Using Comparable Corpora for Statistical Machine Translation
... The monolingual terms and named entities were cross-lingually mapped using GIZA++ dictionaries and various string-similarity measures (Ştefănescu, 2012). Identifying corresponding named entities in different languages ... See full document
8
Toward Statistical Machine Translation without Parallel Corpora
... to machine translation but stops short of actu- ally doing ...create machine translation systems for languages which do not have extensive parallel ...monolingual corpora and a ... See full document
11
Bilingual Word Embeddings from Parallel and Non parallel Corpora for Cross Language Text Classification
... use word-aligned parallel corpus as offline alignment (Mikolov et ...use word-alignment parallel corpus and consider poly- semy perform computationally expensive operation of ... See full document
11
Enriching Parallel Corpora for Statistical Machine Translation with Semantic Negation Rephrasing
... the parallel corpus by creating new information from existing ...the parallel corpus is labelled. Role-to-word rules are ...vector machine is used for filtering the generated ... See full document
10
Improving Machine Translation Performance by Exploiting Non Parallel Corpora
... their sentence pairs manually; they estimate that about 90% of the sentence pairs in their final corpus are ...computed word alignments, to an F-score of ...initial parallel data ... See full document
28
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 ... See full document
8
OpenSubtitles2018: Statistical Rescoring of Sentence Alignments in Large, Noisy Parallel Corpora
... at machine translation models trained on filtered data sets in order to test the impact of rescoring on a downstream ...news translation task at WMT ...one-to-one sentence pairs with a ... See full document
7
Using Manual and Parallel Aligned Corpora for Machine Translation Services within an On line Content Management System
... small parallel corpora can be also used and with which implications on the translation ...larger corpora in order to understand which implications alignment errors may have on the ... See full document
6
Translation-oriented Word Sense Induction Based on Parallel Corpora
... and translation information extracted from a parallel aligned bilingual ...the word, which reduces the data sparseness ...totally statistical, it can be used for sense induction from ... See full document
7
Towards Neural Machine Translation with Partially Aligned Corpora
... partially aligned sentences, the training method should be different from the orig- inal methods which are designed for parallel cor- ...for aligned and unaligned target words. For aligned ... See full document
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