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Paper Abstract and Keywords
Presentation 2008-11-28 14:10
Synonym Filtering Using Web Japanese N-grams for Translation Repair Support
Mai Miyabe, Takashi Yoshino (Wakayama Univ.) AI2008-38
Abstract (in Japanese) (See Japanese page) 
(in English) Translation repair has an important role in creating text that has a minimum amount of improper translations during communications using machine translation. However, deciding the repair strategy to be used is a heavy burden on the user, and a mechanism to reduce the user burden is required.
Thus, we will investigate methods to support paraphrasing by providing synonyms and related words for terms that need repair. In this paper, we propose a filter based on Web Japanese N-grams to extract more appropriate paraphrase candidates. In addition, we carried out an experiment using the proposed method, and found the following results. (1) By using a filter based on Web Japanese N-grams, paraphrase candidates were reduced to less than 7 terms in more than 90% of the words. There is a possibility that a large number of candidates can be narrowed down to a few terms. (2) The maximum rate of extraction failure was 34.4% in 3-gram, and the minimum of that was 15.9% in backward part of speech 2-gram at threshold 0. The maximum rate of elimination failure was 52.7% in front part of speech 2-gram, and the minimum of that was 28.6% in 3-gram. (3) Extraction failure is reduced by change to n-gram data corresponding to the number of parts of speech in each paraphrase candidate.
Keyword (in Japanese) (See Japanese page) 
(in English) multilingual communications / machine translation / translation repair / Web Japanese N-gram / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 325, AI2008-38, pp. 85-90, Nov. 2008.
Paper # AI2008-38 
Date of Issue 2008-11-20 (AI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee AI IPSJ-DC  
Conference Date 2008-11-27 - 2008-11-28 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2008-11-AI-DD 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Synonym Filtering Using Web Japanese N-grams for Translation Repair Support 
Sub Title (in English)  
Keyword(1) multilingual communications  
Keyword(2) machine translation  
Keyword(3) translation repair  
Keyword(4) Web Japanese N-gram  
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1st Author's Name Mai Miyabe  
1st Author's Affiliation Wakayama University (Wakayama Univ.)
2nd Author's Name Takashi Yoshino  
2nd Author's Affiliation Wakayama University (Wakayama Univ.)
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Speaker
Date Time 2008-11-28 14:10:00 
Presentation Time 30 
Registration for AI 
Paper # IEICE-AI2008-38 
Volume (vol) IEICE-108 
Number (no) no.325 
Page pp.85-90 
#Pages IEICE-6 
Date of Issue IEICE-AI-2008-11-20 


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