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) |