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| Presentation | 2021-12-13 10:50 Abstractive Paper Title Generation Using Paper Abstracts and Keywords Kento Kaku, Masato Kikuchi, Tadachika Ozono (NITech)  AI2021-3 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We have been developing a title generation system from an abstract considering top-conference-title likeness. First, we tried an abstractive summarization method, which generates titles from obtained abstract, but the method tends to make usual titles. This paper proposes a new abstractive paper title generation method using a scoring function considering grammatical correctness, top-conference-title likeness, and originality. Our preliminary experimental results suggest that our method may generate such titles. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Paper Title Generation / Abstractive Summarization / BERTSUM / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 298, AI2021-3, pp. 12-17, Dec. 2021. | |
| Paper # | AI2021-3 | |
| Date of Issue | 2021-12-06 (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 | AI2021-3 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2021-12-13 - 2021-12-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Aimattain Hakata station |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2021-12-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Abstractive Paper Title Generation Using Paper Abstracts and Keywords |
| Sub Title (in English) | |
| Keyword(1) | Paper Title Generation |
| Keyword(2) | Abstractive Summarization |
| Keyword(3) | BERTSUM |
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| 1st Author's Name | Kento Kaku |
| 1st Author's Affiliation | Nagoya Institute of Technology (NITech) |
| 2nd Author's Name | Masato Kikuchi |
| 2nd Author's Affiliation | Nagoya Institute of Technology (NITech) |
| 3rd Author's Name | Tadachika Ozono |
| 3rd Author's Affiliation | Nagoya Institute of Technology (NITech) |
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| Speaker | Author-1 |
| Date Time | 2021-12-13 10:50:00 |
| Presentation Time | 25 minutes |
| Registration for | AI |
| Paper # | AI2021-3 |
| Volume (vol) | vol.121 |
| Number (no) | no.298 |
| Page | pp.12-17 |
| #Pages | 6 |
| Date of Issue | 2021-12-06 (AI) |
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