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...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/6977/ http://irep.iium.edu.my/6977/1/submittedFinalCameraReady_1569465033.pdf |
| _version_ | 1848776762203308032 |
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| author | Ayu, Media Anugerah Mantoro, Teddy |
| author_facet | Ayu, Media Anugerah Mantoro, Teddy |
| author_sort | Ayu, Media Anugerah |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T14:35:14Z |
| format | Proceeding Paper |
| id | iium-6977 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:35:14Z |
| publishDate | 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-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 Proceeding Paper PeerReviewed 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/ |
| spellingShingle | T Technology (General) Ayu, Media Anugerah Mantoro, Teddy An example-based machine translation approach for Bahasa Indonesia to English: an experiment using MOSES |
| title | 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_short | 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 |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/6977/ http://irep.iium.edu.my/6977/ http://irep.iium.edu.my/6977/1/submittedFinalCameraReady_1569465033.pdf |