Japanese-Thai machine translation with generalized patterns

Author

Paitoon Sae-Tang ; Prayote, Akara

Author_Institution

Dept. of Comput. & Inf. Sci., King Mongkut´s Univ. of Technol. North Bangkok, Bangkok, Thailand

fYear

2012

fDate

3-5 Dec. 2012

Firstpage

987

Lastpage

992

Abstract

Nowadays, most of modern approaches to machine translation are statistical-based method. However, its performance depends on the size of training corpus. This paper presents a pattern based method using small data to translate Japanese sentences into Thai language. We created 2,214 pair-patterns of Japanese and Thai and evaluated 3,107 sentences by using F-measure, PER and BLEU-score. The experiment confirms the effectiveness of the method introduced in this paper.

Keywords

language translation; natural language processing; statistical analysis; text analysis; BLEU-score; F-measure; Japanese sentence translation; Japanese-Thai machine translation; PER; Thai language; generalized patterns; pattern based method; statistical-based method; training corpus; Generalized Pattern; Japanese; Machine Translation; Pattern Based; Thai;

fLanguage

English

Publisher

ieee

Conference_Titel

Computing and Convergence Technology (ICCCT), 2012 7th International Conference on

Conference_Location

Seoul

Print_ISBN

978-1-4673-0894-6

Type

conf

Filename

6530478

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=607389