| Presentation | 1994/10/21 Word-Sense Disambiguation Using the Extracted Polysemous Information from Corpora Fumiyo Fukumoto, Jun'ichi Tsujii, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper,we focus on the problem that an appropriate definition of polysemy in terms of distributional behaviours of words in monolingual texts and propose a method for disambiguating word-senses in sentences containing occurrences of polysemous verbs.We first give a definition of polysemy from the viewpoint of clustering.Then we propose an overlapping clustering method which automatically recognises verbal polysemies and extracts their information from a textual corpus and finally,using the extracted polysemous information,we propose a method for disambiguating word- senses in sentences containing occurrences of polysemous verbs.The results of the experiments demonstrate the effectiveness of our proposed methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Corpus-based NLP / Statistical corpus-based approach / polysemy / overlapping clustering method / word-sense disambiguation / Mutual Information |
| Paper # | NLC94-24 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1994/10/21(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) | Word-Sense Disambiguation Using the Extracted Polysemous Information from Corpora |
| Sub Title (in English) | |
| Keyword(1) | Corpus-based NLP |
| Keyword(2) | Statistical corpus-based approach |
| Keyword(3) | polysemy |
| Keyword(4) | overlapping clustering method |
| Keyword(5) | word-sense disambiguation |
| Keyword(6) | Mutual Information |
| 1st Author's Name | Fumiyo Fukumoto |
| 1st Author's Affiliation | Department of Electrical Engineering and Computer Science,Faculty of Engineering,Yamanashi University() |
| 2nd Author's Name | Jun'ichi Tsujii |
| 2nd Author's Affiliation | Centre for Computational Linquistics,UMIST |
| Date | 1994/10/21 |
| Paper # | NLC94-24 |
| Volume (vol) | vol.94 |
| Number (no) | 292 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |