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Paper Abstract and Keywords
Presentation 2022-07-04 11:30
On Deep Paper Title Generation Considering Target Conferences
Kento Kaku, Masato Kikuchi, Tadachika Ozono (NIT) AI2022-5
Abstract (in Japanese) (See Japanese page) 
(in English) Paper title generation based on text summarization has been studied. However, unique and attractive title generation is not easy. This study develops a paper title generation method based on abstract summarization considering target conferences. We assume that if the linguistic characteristics of titles and abstracts of conference papers exist, we can use the differences to compose appropriate titles for target conference ranks. To investigate the differences, we introduced seven statistical metrics as linguistic characteristics. The metrics consist of the length and the different word counts of titles and abstracts and ROUGE-1, 2, 3, L, and BERTScore between titles and abstracts. As a result, we found slight trends in the characteristics by conference rank and authors' native language. However, we could not see significant differences among conference ranks to differentiate titles and abstracts for conference ranks. In other words, its characteristics could be used to evaluate the appropriateness of the title.
Keyword (in Japanese) (See Japanese page) 
(in English) Paper Title Generation / Summarization Evaluation Metrics / ROUGE / BERTScore / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 94, AI2022-5, pp. 25-30, July 2022.
Paper # AI2022-5 
Date of Issue 2022-06-27 (AI) 
ISSN Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee AI  
Conference Date 2022-07-04 - 2022-07-04 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To AI 
Conference Code 2022-07-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On Deep Paper Title Generation Considering Target Conferences 
Sub Title (in English)  
Keyword(1) Paper Title Generation  
Keyword(2) Summarization Evaluation Metrics  
Keyword(3) ROUGE  
Keyword(4) BERTScore  
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1st Author's Name Kento Kaku  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Masato Kikuchi  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
3rd Author's Name Tadachika Ozono  
3rd Author's Affiliation Nagoya Institute of Technology (NIT)
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Speaker Author-1 
Date Time 2022-07-04 11:30:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2022-5 
Volume (vol) vol.122 
Number (no) no.94 
Page pp.25-30 
#Pages
Date of Issue 2022-06-27 (AI) 


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