| Presentation | 2001/7/9 Word Sense Disambiguation based onFeature Space Restructuring Hiroya Takamura, Hiroyasu Yamada, Taku Kudoh, Kaoru Yamamoto, Yuji Matsumoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a new method for Word Sense Disambiguation. In the proposed method, weighted majority voting method is applied for the several restructured feature space computed by Independent Component Analysis (ICA) or Principal Component Analysis (PCA). We also conducted some experiments with SENSEVAL data. This voting method is not specific to WSD and can be applied to various tasks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | word sense / disambiguation / Indepedent Component Analysis / Support Vector Machines / unlabeled data / feature space |
| Paper # | NLC2001-20 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2001/7/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Word Sense Disambiguation based onFeature Space Restructuring |
| Sub Title (in English) | |
| Keyword(1) | word sense |
| Keyword(2) | disambiguation |
| Keyword(3) | Indepedent Component Analysis |
| Keyword(4) | Support Vector Machines |
| Keyword(5) | unlabeled data |
| Keyword(6) | feature space |
| 1st Author's Name | Hiroya Takamura |
| 1st Author's Affiliation | Nara Institute of Science and Technology Graduate School of Information Science() |
| 2nd Author's Name | Hiroyasu Yamada |
| 2nd Author's Affiliation | Nara Institute of Science and Technology Graduate School of Information Science |
| 3rd Author's Name | Taku Kudoh |
| 3rd Author's Affiliation | Nara Institute of Science and Technology Graduate School of Information Science |
| 4th Author's Name | Kaoru Yamamoto |
| 4th Author's Affiliation | Nara Institute of Science and Technology Graduate School of Information Science |
| 5th Author's Name | Yuji Matsumoto |
| 5th Author's Affiliation | Nara Institute of Science and Technology Graduate School of Information Science |
| Date | 2001/7/9 |
| Paper # | NLC2001-20 |
| Volume (vol) | vol.101 |
| Number (no) | 189 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |