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Paper Abstract and Keywords
Presentation 2020-12-10 15:00
Realizing a Paper Title Generation System Using BERT for Keyword Extraction and Title Evaluation
Kento Kaku, Tadachika Ozono, Toramatsu Shintani (NITech) AI2020-4
Abstract (in Japanese) (See Japanese page) 
(in English) It is necessary to create a system that proposes appropriate titles in order to support the creation of titles that accurately represent the content of the paper for those who are not accustomed to writing papers. Therefore, the purpose of this study is to generate a paper title from an abstract. Expecting that the information of the paper title is included in the abstract, we applied the extractive summarization method to the paper title generation. In this paper, we explain the method of shaping paper title that considers manual correction using BERT for keyword extraction model and paper title evaluation model.
Keyword (in Japanese) (See Japanese page) 
(in English) Paper Title Generation / Keyword Extraction / Paper Title Evaluation / BERT / Document Summarization / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 281, AI2020-4, pp. 19-24, Dec. 2020.
Paper # AI2020-4 
Date of Issue 2020-12-03 (AI) 
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 AI2020-4

Conference Information
Committee AI  
Conference Date 2020-12-10 - 2020-12-10 
Place (in Japanese) (See Japanese page) 
Place (in English) Online and HAMAMATSU ACT CITY 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Foundations and application technologies for AI systems on the new normal 
Paper Information
Registration To AI 
Conference Code 2020-12-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Realizing a Paper Title Generation System Using BERT for Keyword Extraction and Title Evaluation 
Sub Title (in English)  
Keyword(1) Paper Title Generation  
Keyword(2) Keyword Extraction  
Keyword(3) Paper Title Evaluation  
Keyword(4) BERT  
Keyword(5) Document Summarization  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kento Kaku  
1st Author's Affiliation Nagoya Institute of Technology (NITech)
2nd Author's Name Tadachika Ozono  
2nd Author's Affiliation Nagoya Institute of Technology (NITech)
3rd Author's Name Toramatsu Shintani  
3rd Author's Affiliation Nagoya Institute of Technology (NITech)
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Speaker Author-1 
Date Time 2020-12-10 15:00:00 
Presentation Time 25 minutes 
Registration for AI 
Paper # AI2020-4 
Volume (vol) vol.120 
Number (no) no.281 
Page pp.19-24 
#Pages 6 
Date of Issue 2020-12-03 (AI) 

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