FBK participated in the WMT 2010 Machine Translation shared task with phrase-based Statistical Machine Transla-tion systems based on the Moses decoder for English-German and German-English translation. Our work concentrates on ex-ploiting 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.
FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering
Hardmeier, Christian;Bisazza, Arianna;Federico, Marcello
2010-01-01
Abstract
FBK participated in the WMT 2010 Machine Translation shared task with phrase-based Statistical Machine Transla-tion systems based on the Moses decoder for English-German and German-English translation. Our work concentrates on ex-ploiting 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.File in questo prodotto:
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