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

  • Fondazione Bruno Kessler
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
 Peer-review

Open access

Publication Information

Output type

Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
 Peer-review

Original language

English

Publication milestones

  • Published - 16/07/2010

Publication status

Published - 16/07/2010

ISBN (Print)

978-1-932432-71-8

Publication IDs

  • ORCID: /0000-0002-6103-7275/work/106363219

Host publication title

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR

Abstract

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.

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