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Statistical machine translation adaptation through terminological enrichment based on virtual phrase generation

Christophe Servan, Marc Dymetman
We propose a technique for adding bilingual terms to a phrase-based SMT system which includes not only individual words, but also induces phrasal contexts around these words. We first generate these contexts by generalizing patterns observed for similar words in a bilingual corpus, but then filter out those contexts that fall below a certain confidence threshold, based on an original phrase-pair selection process inspired by existing sentence selection techniques.
TALN Conference, Caen, France, June 22-25, 2015.
2015
2015/001

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2015-001.pdf (179.00 kB)