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Paper Abstract and Keywords
Presentation 2022-09-15 14:10
Title retrieval with BERTScore for creating article titles
Kento Kaku, Masato Kikuchi, Tadachika Ozono (NIT) AI2022-20
Abstract (in Japanese) (See Japanese page) 
(in English) Keyword retrieval based on n-grams is not sufficient when assisting novice authors in checking the appropriateness of their paper titles. Therefore, it is necessary to consider a new similarity metric suitable for this task. In this paper, we focus on the BERTScore, which is known as a metric for evaluating the performance of sentence generation task. BERTScore is promising to retrieval that takes into account patterns in paper titles. BERTScore is an evaluation metric for text generation using contextual word embeddings. In this paper, we discuss the effectiveness of BERTScore for this purpose.
Keyword (in Japanese) (See Japanese page) 
(in English) Similar Paper Title Retrieval / Template Extraction / Support Creating Paper Titles / BERTScore / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 186, AI2022-20, pp. 13-18, Sept. 2022.
Paper # AI2022-20 
Date of Issue 2022-09-08 (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 AI2022-20

Conference Information
Committee AI  
Conference Date 2022-09-15 - 2022-09-16 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2022-09-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Title retrieval with BERTScore for creating article titles 
Sub Title (in English)  
Keyword(1) Similar Paper Title Retrieval  
Keyword(2) Template Extraction  
Keyword(3) Support Creating Paper Titles  
Keyword(4) BERTScore  
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Keyword(6)  
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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 2022-09-15 14:10:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2022-20 
Volume (vol) vol.122 
Number (no) no.186 
Page pp.13-18 
#Pages 6 
Date of Issue 2022-09-08 (AI) 

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