FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering

Christian Hardmeier, Arianna Bisazza, Marcello Federico

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract / Description of output

FBK participated in the WMT 2010Machine 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 Englishand 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.
Original languageEnglish
Title of host publicationProceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Place of PublicationUppsala, Sweden
PublisherAssociation for Computational Linguistics
Pages88-92
Number of pages5
ISBN (Electronic)978-1-932432-71-8
Publication statusPublished - 16 Jul 2010
EventJoint Fifth Workshop on Statistical Machine Translation and Metrics MATR - Uppsala, Sweden
Duration: 15 May 201016 May 2010
https://www.statmt.org/wmt10/

Workshop

WorkshopJoint Fifth Workshop on Statistical Machine Translation and Metrics MATR
Abbreviated titleWMT 2010
Country/TerritorySweden
CityUppsala
Period15/05/1016/05/10
Internet address

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