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| Paper Abstract and Keywords | ||
| Presentation | 2022-11-30 09:30 Detecting Persona Information in Chat using Subject Recovery with Machine Translation Shinji Muraji, Toshihiko Ito, Kenji Araki (Hokkaido Univ.)  NLC2022-11 SP2022-31 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The state-of-the-art systems for chatting have a major problem of not being able to predict and utilize the user’s persona information well in a dialogue. Therefore, we propose a system that detects and predicts persona information from a utterance. The proposed system aims to improve the prediction performance of persona information by creating a persona information detector that uses Japanese-English machine translation. It detects sentences without persona information, which has been a cause of poor prediction performance of existing methods. We also created a persona information detector without machine translation to confirm the necessity of translation, and compared the results. The output of each method was manually evaluated, and the effectiveness of the proposed method was confirmed. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | dialogue system / non-task-oriented dialogue system / persona / persona information / chatting / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 287, NLC2022-11, pp. 10-15, Nov. 2022. | |
| Paper # | NLC2022-11 | |
| Date of Issue | 2022-11-22 (NLC, SP) | |
| 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 | NLC2022-11 SP2022-31 |
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| Conference Information | |
| Committee | NLC IPSJ-NL SP IPSJ-SLP |
| Conference Date | 2022-11-29 - 2022-12-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLC |
| Conference Code | 2022-11-NLC-NL-SP-SLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detecting Persona Information in Chat using Subject Recovery with Machine Translation |
| Sub Title (in English) | |
| Keyword(1) | dialogue system |
| Keyword(2) | non-task-oriented dialogue system |
| Keyword(3) | persona |
| Keyword(4) | persona information |
| Keyword(5) | chatting |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shinji Muraji |
| 1st Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name | Toshihiko Ito |
| 2nd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name | Kenji Araki |
| 3rd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-11-30 09:30:00 |
| Presentation Time | 30 minutes |
| Registration for | NLC |
| Paper # | NLC2022-11, SP2022-31 |
| Volume (vol) | vol.122 |
| Number (no) | no.287(NLC), no.288(SP) |
| Page | pp.10-15 |
| #Pages | 6 |
| Date of Issue | 2022-11-22 (NLC, SP) |
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