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Paper Abstract and Keywords
Presentation 2017-06-09 13:55
Introduction of Proposed Pattern Based Statitic Machine Translation and Problem
Jin'ichi Murakami (Tottori Univ.) TL2017-3 NLC2017-3
Abstract (in Japanese) (See Japanese page) 
(in English) Pattern-based machine translation needs translation pattern pairs and
phrase pairs, which are usually made manually. A high-quality
translation can be obtained if the input sentence matches the
translation pattern pairs and these translation pattern pairs are
correct. However, translation pattern pairs and phrase pairs cost a
lot to make.

To decrease the cost, we have developed a method to make translation
pattern pairs and phrase pairs automatically. This method, called
Pattern-Based Statistical Machine Translation (Pattern-Based SMT), selects translations by
using a word tri-gram, translation probabilities of phrase pairs, and
translation probabilities of pattern pairs. We demonstrated its
effectiveness in Japanese-English machine translation experiments.
Keyword (in Japanese) (See Japanese page) 
(in English) Statistical Machine Translation / Pattern Based Translation / IBM Model 1 / Translation Phrase / Translation Pattern / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 82, NLC2017-3, pp. 13-18, June 2017.
Paper # NLC2017-3 
Date of Issue 2017-06-02 (TL, NLC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 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)
Download PDF TL2017-3 NLC2017-3

Conference Information
Committee NLC TL  
Conference Date 2017-06-09 - 2017-06-10 
Place (in Japanese) (See Japanese page) 
Place (in English) Tottori University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Application of natural language proessing and linguistic analysis, and general topic of NLP 
Paper Information
Registration To NLC 
Conference Code 2017-06-NLC-TL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Introduction of Proposed Pattern Based Statitic Machine Translation and Problem 
Sub Title (in English)  
Keyword(1) Statistical Machine Translation  
Keyword(2) Pattern Based Translation  
Keyword(3) IBM Model 1  
Keyword(4) Translation Phrase  
Keyword(5) Translation Pattern  
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1st Author's Name Jin'ichi Murakami  
1st Author's Affiliation Tottori University (Tottori Univ.)
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Speaker Author-1 
Date Time 2017-06-09 13:55:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # TL2017-3, NLC2017-3 
Volume (vol) vol.117 
Number (no) no.81(TL), no.82(NLC) 
Page pp.13-18 
#Pages 6 
Date of Issue 2017-06-02 (TL, NLC) 

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