Building a translation lexicon from comparable, non-parallel corpora

D. Marcu (Inventor), K. Knight (Inventor), D.S. Munteanu (Inventor), P. Koehn (Inventor)

Research output: Patent

Abstract

A machine translation system may use non-parallel monolingual corpora to generate a translation lexicon. The system may identify identically spelled words in the two corpora, and use them as a seed lexicon. The system may use various clues, e.g., context and frequency, to identify and score other possible translation pairs, using the seed lexicon as a basis. An alternative system may use a small bilingual lexicon in addition to non-parallel corpora to learn translations of unknown words and to generate a parallel corpus.
Original languageEnglish
Patent numberUS 8234106 B2
Publication statusPublished - 31 Jul 2012

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