| Presentation | 2016-06-04 Abstractive summarization of sports games from microblogs Yuuki Tagawa, Shimada Kazutaka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, summary generation of sports games for microblogs is studied actively. Summary generation methods in the studies are mostly based on extractive summarization.However extractive summarization suffers from the disadvantage of existing both required elements and redundant elements in the summary.In this paper, we propose an abstractive summarization method to reduce the redundant elements.In the method, we focus on burst situations in which many users post tweets when a sub-event in a game occurs.We handle tweets in the burst situations as the inputs for the summarization.Each Sub-Event Element (SEE) contains some phrases that express actions in a game, such as “Player A made a pass to Player B” and “Player B made a shot on goal”.Our method integrates these phrases for the summarization, and then generates an abstractive summary,such as “Player B made a shot on goal from the Player A's pass”. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Microblogs / Sports / Summary generation / Burst |
| Paper # | TL2016-8,NLC2016-8 |
| Date of Issue | 2016-05-28 (TL, NLC) |
| Conference Information | |
| Committee | NLC / TL |
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| Conference Date | 2016/6/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Otaru University of Commerce |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language proessing and linguistic analysis, and general topic of NLP |
| Chair | Hiroshi Kanayama(IBM) / Masami Suzuki(KDDI R&D Labs.) |
| Vice Chair | Makoto Ichise(NTT DoCoMo) / Takeshi Sakaki(Univ. of Tokyo/Hottolink) / Chiaki Kubomura(Yamano College of Aesthetics) |
| Secretary | Makoto Ichise(Ryukoku Univ.) / Takeshi Sakaki(Kyushu Inst. of Tech.) / Chiaki Kubomura(Ehime Univ.) |
| Assistant | Ryuichiro Higashinaka(NTT) / Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Yasushi Tsubota(Kyoto Univ.) / Nobuyuki Jincho(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Technical Committee on Thought and Language |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Abstractive summarization of sports games from microblogs |
| Sub Title (in English) | |
| Keyword(1) | Microblogs |
| Keyword(2) | Sports |
| Keyword(3) | Summary generation |
| Keyword(4) | Burst |
| 1st Author's Name | Yuuki Tagawa |
| 1st Author's Affiliation | Kyushu Instistute of Technology(KIT) |
| 2nd Author's Name | Shimada Kazutaka |
| 2nd Author's Affiliation | Kyushu Instistute of Technology(KIT) |
| Date | 2016-06-04 |
| Paper # | TL2016-8,NLC2016-8 |
| Volume (vol) | vol.116 |
| Number (no) | TL-77,NLC-78 |
| Page | pp.pp.35-40(TL), pp.35-40(NLC), |
| #Pages | 6 |
| Date of Issue | 2016-05-28 (TL, NLC) |