Constructing shallow-transfer rule for Indonesian-English machine translation

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Abstract

Shallow-transfer rule is the main component of shallow-transfer machine translation that matches the pattern of source language and then performs required action to translate them into the target language. However, high development cost is required to build it because it needs much of linguistic knowledge. This paper focuses on the process to automatically generate the shallow-transfer rule for Indonesian-to-English that is followed with manual post-editing to improve the quality of automatic rule. The result shows that the automatic transfer rule can improve the performance of the word-for-word translation. Furthermore, manual post-editing process was also shown to increase the quality of automatic transfer rule. According to this result, using automatic approach is an effective way to build shallow-transfer rule at starting point that can be further enhanced by performing rule post-editing.

Original languageEnglish
Title of host publication2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings
Pages143-148
Number of pages6
Publication statusPublished - 1 Dec 2012
Event2012 4th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Depok, Indonesia
Duration: 1 Dec 20122 Dec 2012

Publication series

Name2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings

Conference

Conference2012 4th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012
Country/TerritoryIndonesia
CityDepok
Period1/12/122/12/12

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