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

Fondazione Bruno Kessler

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › 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.

Original language	English
Title of host publication	Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Publication date	16 Jul 2010
ISBN (Print)	978-1-932432-71-8
Publication status	Published - 16 Jul 2010
Externally published	Yes

Keywords

Phrase-based Statistical Machine Translation
Moses
Language Modeling
Word Lattices
Morphological Analysis

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Cite this

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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",

author = "Christian Hardmeier and Arianna Bisazza and Marcello Federico",

year = "2010",

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day = "16",

language = "English",

isbn = "978-1-932432-71-8",

booktitle = "Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR",

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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.

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › 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

Keywords

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