| Presentation | 1998/12/10 Evaluation of Word Sence Disambiguation Method Using Decision Tree Learning Algorithm Hideki Mizuno, Kenji Arai, Koji Tochinai, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As an new method for word sense disambiguation in machine translation, , we have proposed a method using decision tree learning algorithm. In this method, a decision tree is produced by training database. It consists of a set of sense of a multi-meaning word and information of words around the multi-meaning word. Input words are classified using the tree, and an optimum selection of sense of the multi-meaning word is determined by the result of classification. In our method, it is not necessary to consider some errors of parsing tool, because information of case is not used. However, information of case is usually used for the example-based method for word sense disambiguation. In this paper, we evaluate optimum set of the attributes in our method, and compare our method and the method without decision tree learning algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | machine translation / word sense disambiguation / decision tree learning algorithm / example / thesaurus |
| Paper # | NLC98-34,SP98-98 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1998/12/10(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) | Evaluation of Word Sence Disambiguation Method Using Decision Tree Learning Algorithm |
| Sub Title (in English) | |
| Keyword(1) | machine translation |
| Keyword(2) | word sense disambiguation |
| Keyword(3) | decision tree learning algorithm |
| Keyword(4) | example |
| Keyword(5) | thesaurus |
| 1st Author's Name | Hideki Mizuno |
| 1st Author's Affiliation | Graduate School of Engineering, Hokkaido University() |
| 2nd Author's Name | Kenji Arai |
| 2nd Author's Affiliation | Graduate School of Engineering, Hokkaido University |
| 3rd Author's Name | Koji Tochinai |
| 3rd Author's Affiliation | Graduate School of Engineering, Hokkaido University |
| Date | 1998/12/10 |
| Paper # | NLC98-34,SP98-98 |
| Volume (vol) | vol.98 |
| Number (no) | 460 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |