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An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES

Bahasa Indonesia and English have many differences in their linguistic structure. Translating sentences from one language to another is not a straight forward task for these pair of languages. Example-Based Machine Translation (EBMT) approach which introduced as a new paradigm in machine translation...

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Main Authors: Ayu, Media Anugerah, Mantoro, Teddy
Format: Conference or Workshop Item
Language:English
Published: 2011
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/6977/1/submittedFinalCameraReady_1569465033.pdf
http://irep.iium.edu.my/6977/
http://www.isiea.org/2011/
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spelling my.iium.irep.69772012-02-20T02:46:32Z http://irep.iium.edu.my/6977/ An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES Ayu, Media Anugerah Mantoro, Teddy T Technology (General) Bahasa Indonesia and English have many differences in their linguistic structure. Translating sentences from one language to another is not a straight forward task for these pair of languages. Example-Based Machine Translation (EBMT) approach which introduced as a new paradigm in machine translation field is used in this initial work of developing a Bahasa Indonesia to English machine translation. The machine translation is developed by utilizing Moses system. Experiments in translating Bahasa Indonesia to English by tuning the parameters in Moses decoder have set alight about how the effects of manipulating the weight on translation model, language model, distortion (re-ordering) and word penalty on increasing the quality of the translation. 2011-09 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/6977/1/submittedFinalCameraReady_1569465033.pdf Ayu, Media Anugerah and Mantoro, Teddy (2011) An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES. In: IEEE Symposium on Industrial Electronics & Applications (ISIEA 2011), 25 – 28 September 2011, Langkawi. http://www.isiea.org/2011/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Ayu, Media Anugerah
Mantoro, Teddy
An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
description Bahasa Indonesia and English have many differences in their linguistic structure. Translating sentences from one language to another is not a straight forward task for these pair of languages. Example-Based Machine Translation (EBMT) approach which introduced as a new paradigm in machine translation field is used in this initial work of developing a Bahasa Indonesia to English machine translation. The machine translation is developed by utilizing Moses system. Experiments in translating Bahasa Indonesia to English by tuning the parameters in Moses decoder have set alight about how the effects of manipulating the weight on translation model, language model, distortion (re-ordering) and word penalty on increasing the quality of the translation.
format Conference or Workshop Item
author Ayu, Media Anugerah
Mantoro, Teddy
author_facet Ayu, Media Anugerah
Mantoro, Teddy
author_sort Ayu, Media Anugerah
title An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
title_short An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
title_full An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
title_fullStr An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
title_full_unstemmed An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES
title_sort example-based machine translation approach for bahasa indonesia to english: an experiment using moses
publishDate 2011
url http://irep.iium.edu.my/6977/1/submittedFinalCameraReady_1569465033.pdf
http://irep.iium.edu.my/6977/
http://www.isiea.org/2011/
_version_ 1643605846393880576
score 13.211869

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