Paper Abstract and Keywords |
Presentation |
2023-01-19 13:00
Development of history-based chatbots in Slack Yushi Matsuoka, Yutaka Matsuno (Nihon Univ.) KBSE2022-43 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, due to the impact of COVID-19 and other factors, user assistance that does not involve online or person-to-person interaction has become increasingly important. In such an environment, chatbots, which can operate 24 hours a day to perform simple tasks on behalf of people, are attracting attention. However, most chatbots in use today are rule-based, outputting a certain number of predetermined answers, and there are still not many AI-type chatbots that can derive answers from the system itself. In this study, we will create a chatbot that automatically responds to questions about university laboratories. Specifically, we will develop an AI-type chatbot using the BERT model used for natural language processing, based on about 6 years of slack logs used in university laboratories, and examine the issues involved. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
natural language processing / chatbot / Transformer / BERT / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 345, KBSE2022-43, pp. 1-6, Jan. 2023. |
Paper # |
KBSE2022-43 |
Date of Issue |
2023-01-12 (KBSE) |
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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KBSE2022-43 |
Conference Information |
Committee |
KBSE |
Conference Date |
2023-01-19 - 2023-01-20 |
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(See Japanese page) |
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Registration To |
KBSE |
Conference Code |
2023-01-KBSE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Development of history-based chatbots in Slack |
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natural language processing |
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chatbot |
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Transformer |
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BERT |
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1st Author's Name |
Yushi Matsuoka |
1st Author's Affiliation |
Nihon University (Nihon Univ.) |
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Yutaka Matsuno |
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Nihon University (Nihon Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-01-19 13:00:00 |
Presentation Time |
30 minutes |
Registration for |
KBSE |
Paper # |
KBSE2022-43 |
Volume (vol) |
vol.122 |
Number (no) |
no.345 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2023-01-12 (KBSE) |
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