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Compound Merging Strategies for Statistical Machine Translation
Linköping University, Department of Computer and Information Science, NLPLAB - Natural Language Processing Laboratory. Linköping University, The Institute of Technology.
2010 (English)In: Grace Hopper Celebration of Women in Computing, 2010, 43-43 p.Conference paper, Published paper (Other academic)
Abstract [en]

Translation into compounding languages like German and Swedish is a challenge for statistical machine translation. I present a novel algorithm for merging compound parts, based on part-of-speech matching with an extended tag set. It improves the quality of merged compounds compared to previously suggested methods, both measured automatically and shown in an error analysis. Translation is also improved compared to systems without compound processing for Swedish, Danish,  and German.

Place, publisher, year, edition, pages
2010. 43-43 p.
Keyword [en]
Statistical machine translation, compounds, Germanic languages
National Category
Computer Science Language Technology (Computational Linguistics) Language Technology (Computational Linguistics)
Identifiers
URN: urn:nbn:se:liu:diva-63351OAI: oai:DiVA.org:liu-63351DiVA: diva2:378799
Conference
Grace Hopper Celebration of Women in Computing
Available from: 2010-12-16 Created: 2010-12-16

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Stymne, Sara

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
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  • modern-language-association-8th-edition
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  • de-DE
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  • en-US
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  • nn-NB
  • sv-SE
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Output format
  • html
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  • asciidoc
  • rtf