| Presentation | 2001/5/4 Experiments on word sense disambiguation using several machine-learning methods Masaki Murata, Masao Utiyama, Kiyotaka Uchimoto, Qing Ma, Hitoshi Isahara, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, we carried out experiments on Japanese word sense disambiguation in the RWC corpus by using the four machine-learning methods: the support-vector machine method, the maximum-entropy model method, the decision-list method, the simple Bayes method. The result was that the support-vector machine method produced the best precisions among them. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Word Sense Disambiguation / Support Vector Machine / Japanese Language |
| Paper # | NLC2001-2 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2001/5/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Experiments on word sense disambiguation using several machine-learning methods |
| Sub Title (in English) | |
| Keyword(1) | Word Sense Disambiguation |
| Keyword(2) | Support Vector Machine |
| Keyword(3) | Japanese Language |
| 1st Author's Name | Masaki Murata |
| 1st Author's Affiliation | Keihanna Human Info-communication Research Center, Communications Ressearch Laboratory() |
| 2nd Author's Name | Masao Utiyama |
| 2nd Author's Affiliation | Keihanna Human Info-communication Research Center, Communications Ressearch Laboratory |
| 3rd Author's Name | Kiyotaka Uchimoto |
| 3rd Author's Affiliation | Keihanna Human Info-communication Research Center, Communications Ressearch Laboratory |
| 4th Author's Name | Qing Ma |
| 4th Author's Affiliation | Keihanna Human Info-communication Research Center, Communications Ressearch Laboratory |
| 5th Author's Name | Hitoshi Isahara |
| 5th Author's Affiliation | Keihanna Human Info-communication Research Center, Communications Ressearch Laboratory |
| Date | 2001/5/4 |
| Paper # | NLC2001-2 |
| Volume (vol) | vol.101 |
| Number (no) | 40 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |