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

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.

PDF (An Example-Based Machine Translation Approach) - Published Version Restricted to Registered users only Download (280kB) | Request a copy

Abstract

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.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	5995/6977
Uncontrolled Keywords:	Example-based machine translation, statistical machine translation, Bahasa Indonesia to English, parallel corpus
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology
Depositing User:	Media Ayu
Date Deposited:	21 Nov 2011 09:22
Last Modified:	20 Feb 2012 10:46
URI:	http://irep.iium.edu.my/id/eprint/6977

Actions (login required)

View Item