| Presentation | 2019-09-28 Semi-supervised learning for sentiment analysis by using Triple-GAN Jincheng Yang, Rui Cao, Jing Bai, Wen Ma, Hiroyuki Shinnou, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | GAN has become an effective method in the field of image,but inthe field of NLP,It's difficult to design a generation system andit can not be sovled effectively.However there is a possibility toavoid generation problems by expressing the document embeddings.wetry to apply Triple-GAN which is one of semi-supervised learningGAN,by expressing the document as embeddings expressiong,to solveemotion analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Triple-GAN / semi-supervised / Distributed representation / Sentiment analysis |
| Paper # | NLC2019-26 |
| Date of Issue | 2019-09-20 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
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| Conference Date | 2019/9/27(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future Corporation |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Ryoji Akimoto(Toppan Printing) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Future Univ. Hakodate) |
| Assistant | Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Document Communication |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Semi-supervised learning for sentiment analysis by using Triple-GAN |
| Sub Title (in English) | |
| Keyword(1) | Triple-GAN |
| Keyword(2) | semi-supervised |
| Keyword(3) | Distributed representation |
| Keyword(4) | Sentiment analysis |
| 1st Author's Name | Jincheng Yang |
| 1st Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 2nd Author's Name | Rui Cao |
| 2nd Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 3rd Author's Name | Jing Bai |
| 3rd Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 4th Author's Name | Wen Ma |
| 4th Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 5th Author's Name | Hiroyuki Shinnou |
| 5th Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| Date | 2019-09-28 |
| Paper # | NLC2019-26 |
| Volume (vol) | vol.119 |
| Number (no) | NLC-212 |
| Page | pp.pp.99-102(NLC), |
| #Pages | 4 |
| Date of Issue | 2019-09-20 (NLC) |