| Presentation | 2019-09-27 Improvement of Comment Ranking in Yahoo! News by In-House Competition Hiroaki Taguchi, Soichiro Fujita, Hayato Kobayashi, Yoshimune Tabuchi, Ken Kobayashi, Kazuma Murao, Chahine Koleejan, Takeshi Masuyama, Taichi Yatsuka, Manabu Okumura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we report on efforts of an in-house competition held for improving models that rank user comments in Yahoo! News in terms of their constructiveness. Specifically, we describe(1) settings of the competition such as task and evaluation, (2) behavior of participants and submitted models, (3) performance comparison of the submitted models and the current model, (4) performance improvement by an ensemble of the submitted models, and (5) future issues based on the questionnaire answers of the participants. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | News Comment Ranking / Model Ensemble / In-House Competition |
| Paper # | NLC2019-16 |
| 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) | Improvement of Comment Ranking in Yahoo! News by In-House Competition |
| Sub Title (in English) | |
| Keyword(1) | News Comment Ranking |
| Keyword(2) | Model Ensemble |
| Keyword(3) | In-House Competition |
| 1st Author's Name | Hiroaki Taguchi |
| 1st Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 2nd Author's Name | Soichiro Fujita |
| 2nd Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 3rd Author's Name | Hayato Kobayashi |
| 3rd Author's Affiliation | Yahoo Japan Corporation/RIKEN AIP(Yahoo Japan/RIKEN) |
| 4th Author's Name | Yoshimune Tabuchi |
| 4th Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 5th Author's Name | Ken Kobayashi |
| 5th Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 6th Author's Name | Kazuma Murao |
| 6th Author's Affiliation | VISITS Technologies Inc(VISITS Technologies) |
| 7th Author's Name | Chahine Koleejan |
| 7th Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 8th Author's Name | Takeshi Masuyama |
| 8th Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 9th Author's Name | Taichi Yatsuka |
| 9th Author's Affiliation | Yahoo Japan Corporation(Yahoo Japan) |
| 10th Author's Name | Manabu Okumura |
| 10th Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| Date | 2019-09-27 |
| Paper # | NLC2019-16 |
| Volume (vol) | vol.119 |
| Number (no) | NLC-212 |
| Page | pp.pp.41-46(NLC), |
| #Pages | 6 |
| Date of Issue | 2019-09-20 (NLC) |