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AUGMENTING STATISTICAL MACHINE TRANSLATION WITH LINGUISTIC KNOWLEDGE

  • US 20120316862A1
  • Filed: 06/11/2012
  • Published: 12/13/2012
  • Est. Priority Date: 06/10/2011
  • Status: Abandoned Application
First Claim
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1. A computer-implemented method comprising:

  • receiving, at a computing system including one or more processors, a translation model including a plurality of pairs of phrases, each of the plurality of pairs of phrases including a first phrase of one or more words in a first language and a second phrase of one or more words in a second language, wherein a specific first phrase is aligned with a specific second phrase for a specific pair of phrases;

    determining, at the computing system, one or more features for each of the plurality of pairs of phrases based on linguistic differences between the first and second languages to obtain a plurality of sets of features;

    associating, at the computing system, the plurality of sets of features with the plurality of pairs of phrases, respectively, to obtain a modified translation model; and

    performing, at the computing system, statistical machine translation from the first language to the second language using the modified translation model.

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