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Paper Abstract and Keywords
Presentation 2019-09-28 16:50
Semi-supervised learning for sentiment analysis by using Triple-GAN
Jincheng Yang, Rui Cao, Jing Bai, Wen Ma, Hiroyuki Shinnou (Ibaraki Univ.) NLC2019-26
Abstract (in Japanese) (See Japanese page) 
(in English) GAN has become an effective method in the field of image,but in
the field of NLP,It's difficult to design a generation system and
it can not be sovled effectively.However there is a possibility to
avoid generation problems by expressing the document embeddings.we
try to apply Triple-GAN which is one of semi-supervised learning
GAN,by expressing the document as embeddings expressiong,to solve
emotion analysis.
Keyword (in Japanese) (See Japanese page) 
(in English) Triple-GAN / semi-supervised / Distributed representation / Sentiment analysis / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 212, NLC2019-26, pp. 99-102, Sept. 2019.
Paper # NLC2019-26 
Date of Issue 2019-09-20 (NLC) 
ISSN 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 NLC2019-26

Conference Information
Committee NLC IPSJ-DC  
Conference Date 2019-09-27 - 2019-09-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Future Corporation 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Thirteenth Text Analytics Symposium 
Paper Information
Registration To NLC 
Conference Code 2019-09-NLC-DC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Semi-supervised learning for sentiment analysis by using Triple-GAN 
Sub Title (in English)  
Keyword(1) Triple-GAN  
Keyword(2) semi-supervised  
Keyword(3) Distributed representation  
Keyword(4) Sentiment analysis  
Keyword(5)  
Keyword(6)  
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Keyword(8)  
1st Author's Name Jincheng Yang  
1st Author's Affiliation Ibaraki University (Ibaraki Univ.)
2nd Author's Name Rui Cao  
2nd Author's Affiliation Ibaraki University (Ibaraki Univ.)
3rd Author's Name Jing Bai  
3rd Author's Affiliation Ibaraki University (Ibaraki Univ.)
4th Author's Name Wen Ma  
4th Author's Affiliation Ibaraki University (Ibaraki Univ.)
5th Author's Name Hiroyuki Shinnou  
5th Author's Affiliation Ibaraki University (Ibaraki Univ.)
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Speaker Author-1 
Date Time 2019-09-28 16:50:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # NLC2019-26 
Volume (vol) vol.119 
Number (no) no.212 
Page pp.99-102 
#Pages 4 
Date of Issue 2019-09-20 (NLC) 

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