| Presentation | 2018-09-06 Target Detection for Sarcasm Identification Satoshi Hiai, Kazutaka Shimada, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Sarcasm identification has been treated as a task that classifies text as sarcastic or non-sarcastic. Sarcasm identification is a significant challenge for sentiment analysis because sarcasm involves a positive expression with negative meaning. Targets of sarcasm in sarcastic sentences are an important feature for sarcasm identification. In this paper, we study a detection task of targets of sarcasm in sarcastic sentences. First, we construct a dataset for the target detection task. Then we apply two detection methods using machine learning models to the dataset. We compare the methods with a baseline method. The results demonstrate the effectiveness of our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sarcasm / Sentiment analysis / Opinion mining / Target of sarcasm / Microblogging |
| Paper # | NLC2018-10 |
| Date of Issue | 2018-08-30 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
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| Conference Date | 2018/9/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Michiko Oba(Hitachi) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Kyushu Univ.) |
| 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 |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Target Detection for Sarcasm Identification |
| Sub Title (in English) | |
| Keyword(1) | Sarcasm |
| Keyword(2) | Sentiment analysis |
| Keyword(3) | Opinion mining |
| Keyword(4) | Target of sarcasm |
| Keyword(5) | Microblogging |
| 1st Author's Name | Satoshi Hiai |
| 1st Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| 2nd Author's Name | Kazutaka Shimada |
| 2nd Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| Date | 2018-09-06 |
| Paper # | NLC2018-10 |
| Volume (vol) | vol.118 |
| Number (no) | NLC-210 |
| Page | pp.pp.7-11(NLC), |
| #Pages | 5 |
| Date of Issue | 2018-08-30 (NLC) |