Combining resources for open source machine translation

Combining resources for open source machine translation

In this paper, we present a Japanese - English machine translation system that combines rule-based and statistical translation. Our system is unique in that all of its componen...

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Main Authors: Matsumoto, Yuji., Nichols, Eric., Bond, Francis., Scott Appling, Darren.
Other Authors: School of Humanities and Social Sciences
Format: Conference or Workshop Item
Language:English
Published: 2010
Subjects:
DRNTU::Humanities::Language::Japanese
Online Access:https://hdl.handle.net/10356/91760
http://hdl.handle.net/10220/6432
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-91760
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spelling sg-ntu-dr.10356-917602019-12-06T18:11:31Z Combining resources for open source machine translation Matsumoto, Yuji. Nichols, Eric. Bond, Francis. Scott Appling, Darren. School of Humanities and Social Sciences International Conference on Theoretical and Methodological Issues in Machine Translation (11th : 2007) DRNTU::Humanities::Language::Japanese In this paper, we present a Japanese - English machine translation system that combines rule-based and statistical translation. Our system is unique in that all of its components are freely available as open source software. We describe the development of the rule-based translation engine including transfer rule acquisition from an open bilingual dictionary. We also show how translations from both translation engines are combined through a simple ranking mechanism and compare their outputs. Accepted version 2010-09-08T01:11:51Z 2019-12-06T18:11:31Z 2010-09-08T01:11:51Z 2019-12-06T18:11:31Z 2007 2007 Conference Paper Nichols, E., Bond, F., Scott Appling, D., & Matsumoto, Y. (2007). Combining resources for open source machine translation. In proceedings of the 11th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI-07): pp.1-10. https://hdl.handle.net/10356/91760 http://hdl.handle.net/10220/6432 155515 en 10 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Humanities::Language::Japanese
spellingShingle DRNTU::Humanities::Language::Japanese
Matsumoto, Yuji.
Nichols, Eric.
Bond, Francis.
Scott Appling, Darren.
Combining resources for open source machine translation
description In this paper, we present a Japanese - English machine translation system that combines rule-based and statistical translation. Our system is unique in that all of its components are freely available as open source software. We describe the development of the rule-based translation engine including transfer rule acquisition from an open bilingual dictionary. We also show how translations from both translation engines are combined through a simple ranking mechanism and compare their outputs.
author2 School of Humanities and Social Sciences
author_facet School of Humanities and Social Sciences
Matsumoto, Yuji.
Nichols, Eric.
Bond, Francis.
Scott Appling, Darren.
format Conference or Workshop Item
author Matsumoto, Yuji.
Nichols, Eric.
Bond, Francis.
Scott Appling, Darren.
author_sort Matsumoto, Yuji.
title Combining resources for open source machine translation
title_short Combining resources for open source machine translation
title_full Combining resources for open source machine translation
title_fullStr Combining resources for open source machine translation
title_full_unstemmed Combining resources for open source machine translation
title_sort combining resources for open source machine translation
publishDate 2010
url https://hdl.handle.net/10356/91760
http://hdl.handle.net/10220/6432
_version_ 1681037855999131648

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