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| Presentation | 2020-01-24 09:30 Visualization of document-word relation by modeling their joint probability on latent spaces Takuro Ishida, Keisuke Yoneda, Hajime Hatano, Tetsuo Furukawa (Kyutech)  NC2019-60 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The aim of this work is to visualize the relation of documents and words by embedding them to the product space of latent spaces. To achieve the task, the proposed method models the simultaneous probability of documents and words as the one on the product latent spaces. We applied the method to visualize the conference papers of NeurIPS and showed how it visualize the document set. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | text visualization / information retrieval / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 382, NC2019-60, pp. 7-12, Jan. 2020. | |
| Paper # | NC2019-60 | |
| Date of Issue | 2020-01-16 (NC) | |
| 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 | NC2019-60 |
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| Conference Information | |
| Committee | NLP NC |
| Conference Date | 2020-01-23 - 2020-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyakojima Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2020-01-NLP-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Visualization of document-word relation by modeling their joint probability on latent spaces |
| Sub Title (in English) | |
| Keyword(1) | text visualization |
| Keyword(2) | information retrieval |
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| 1st Author's Name | Takuro Ishida |
| 1st Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 2nd Author's Name | Keisuke Yoneda |
| 2nd Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 3rd Author's Name | Hajime Hatano |
| 3rd Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 4th Author's Name | Tetsuo Furukawa |
| 4th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
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| Speaker | Author-1 |
| Date Time | 2020-01-24 09:30:00 |
| Presentation Time | 20 minutes |
| Registration for | NC |
| Paper # | NC2019-60 |
| Volume (vol) | vol.119 |
| Number (no) | no.382 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2020-01-16 (NC) |
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