| Presentation | 2020-01-24 Visualization of document-word relation by modeling their joint probability on latent spaces Takuro Ishida, Keisuke Yoneda, Hajime Hatano, Tetsuo Furukawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | text visualization / information retrieval |
| Paper # | NC2019-60 |
| Date of Issue | 2020-01-16 (NC) |
| Conference Information | |
| Committee | NLP / NC |
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| Conference Date | 2020/1/23(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyakojima Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hiroaki Kurokawa(Tokyo Univ. of Tech.) / Hayaru Shouno(UEC) |
| Vice Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) / Kazuyuki Samejima(Tamagawa Univ) |
| Secretary | Kiyohisa Natsume(Nippon Inst. of Tech.) / Kazuyuki Samejima(Kyushu Inst. of Tech.) |
| Assistant | Yutaka Shimada(Saitama Univ.) / Toshikaza Samura(Yamaguchi Univ.) / Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Neurocomputing |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2020-01-24 |
| Paper # | NC2019-60 |
| Volume (vol) | vol.119 |
| Number (no) | NC-382 |
| Page | pp.pp.7-12(NC), |
| #Pages | 6 |
| Date of Issue | 2020-01-16 (NC) |