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Combining Invertible Example-Based Machine Translation with Translation Memory Technology

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Book cover Envisioning Machine Translation in the Information Future (AMTA 2000)

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Abstract

This paper presents an approach to extract invertible trans- lation examples from pre-aligned reference translations. The set of in- vertible translation examples is used in the Example-Based Machine Translation (EBMT) system EDGAR for translation. Invertible bilin- gual grammars eliminate translation ambiguities such that each source language parse tree maps into only one target language string. The trans- lation results of EDGAR are compared and combined with those of a translation memory (TM). It is shown that i) best translation results are achieved for the EBMT system when using a bilingual lexicon to sup- port the alignment process ii) TMs and EBMT-systems can be linked in a dynamical sequential manner and iii) the combined translation of TMs and EBMT is in any case better than each of the single system.

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© 2000 Springer-Verlag Berlin Heidelberg

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Carl, M. (2000). Combining Invertible Example-Based Machine Translation with Translation Memory Technology. In: White, J.S. (eds) Envisioning Machine Translation in the Information Future. AMTA 2000. Lecture Notes in Computer Science(), vol 1934. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-39965-8_13

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  • DOI: https://doi.org/10.1007/3-540-39965-8_13

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-41117-8

  • Online ISBN: 978-3-540-39965-0

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