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) |
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AI2022-20 |
Conference Information |
Committee |
AI |
Conference Date |
2022-09-15 - 2022-09-16 |
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(See Japanese page) |
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Registration To |
AI |
Conference Code |
2022-09-AI |
Language |
Japanese |
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(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Title retrieval with BERTScore for creating article titles |
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Keyword(1) |
Similar Paper Title Retrieval |
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Template Extraction |
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Support Creating Paper Titles |
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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) |
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Tadachika Ozono |
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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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