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FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering
Uppsala University, Disciplinary Domain of Humanities and Social Sciences, Faculty of Languages, Department of Linguistics and Philology. (Datorlingvistik)
Fondazione Bruno Kessler, Trento. (Human Language Technologies Unit)
Fondazione Bruno Kessler, Trento. (Human Language Technologies Unit)
2010 (English)In: Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, Association for Computational Linguistics , 2010, 88-92 p.Conference paper (Refereed)
Abstract [en]

FBK participated in the WMT 2010 Machine Translation shared task with phrase-based Statistical Machine Translation systems based on the Moses decoder for English-German and German-English translation. Our work concentrates on exploiting the available language modelling resources by using linear mixtures of large 6-gram language models and on addressing linguistic differences between English and German with methods based on word lattices. In particular, we use lattices to integrate a morphological analyser for German into our system, and we present some initial work on rule-based word reordering.

Place, publisher, year, edition, pages
Association for Computational Linguistics , 2010. 88-92 p.
National Category
Language Technology (Computational Linguistics)
Identifiers
URN: urn:nbn:se:uu:diva-154488OAI: oai:DiVA.org:uu-154488DiVA: diva2:420757
Conference
Joint 5th Workshop on Statistical Machine Translation and MetricsMATR, Uppsala, Sweden, 15-16 July 2010
Available from: 2011-06-07 Created: 2011-06-05 Last updated: 2013-09-18Bibliographically approved

Open Access in DiVA

hardmeier-bisazza-federico:wmt2010(222 kB)232 downloads
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http://www.aclweb.org/anthology-new/W/W10/W10-1710.pdfLink to workshop proceedings

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Hardmeier, Christian
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