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

Christian Hardmeier; Arianna Bisazza; Marcello Federico

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

Christian Hardmeier, Arianna Bisazza, Marcello Federico

FBK

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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.

Originalsprog	Engelsk
Titel	Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Publikationsdato	16 jul. 2010
ISBN (Trykt)	978-1-932432-71-8
Status	Udgivet - 16 jul. 2010
Udgivet eksternt	Ja

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Citationsformater

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title = "FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering",

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.",

keywords = "Phrase-based Statistical Machine Translation, Moses, Language Modeling, Word Lattices, Morphological Analysis",

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FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering. / Hardmeier, Christian; Bisazza, Arianna; Federico, Marcello.
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. 2010.

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

TY - GEN

T1 - FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering

AU - Hardmeier, Christian

AU - Bisazza, Arianna

AU - Federico, Marcello

PY - 2010/7/16

Y1 - 2010/7/16

N2 - 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.

AB - 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.

KW - Phrase-based Statistical Machine Translation

KW - Moses

KW - Language Modeling

KW - Word Lattices

KW - Morphological Analysis

M3 - Article in proceedings

SN - 978-1-932432-71-8

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

ER -

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

Abstract

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