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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Young-Kil Kim Mun-Pyo Hong Chang-Hyun Kim Sang-Kyu Park |
| Copyright Year | 2004 |
| Description | Author affiliation: Speech/Language Inf. Res. Dept., Electron. & Telecommun. Res. Inst., Daejeon, South Korea (Young-Kil Kim; Mun-Pyo Hong; Chang-Hyun Kim; Sang-Kyu Park) |
| Abstract | Until recently, most of WSD models have used adjacent words surrounding a target word as context information for word sense disambiguation. The difficulty of parsing Korean sentences and properly analyzing their structures restricted us to use syntactic relations to select proper senses of Korean words. In this paper, we propose the method to disambiguate Korean noun senses in unrestricted lexis using a statistical WSD model based on lexical and semantic information within syntactic relations. We disambiguate noun senses step by step in the range of local syntactic relations such as VP, NP and compound nouns. We classified the meaning of Korean nouns with about 400 semantic codes allowing for 8 levels in the semantic hierarchy and experimented for 1,838 homographs using the semantic information in consideration with syntactic relations. In the experiment, average senses of homographs that have different translations are 2.84 and the precision of word sense disambiguation is 86.2%. |
| Starting Page | 3111 |
| Ending Page | 3114 |
| File Size | 967119 |
| Page Count | 4 |
| File Format | |
| ISBN | 0780387309 |
| DOI | 10.1109/IECON.2004.1432309 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2004-11-02 |
| Publisher Place | South Korea |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Natural language processing Data mining Speech Natural languages Context modeling Dictionaries Thesauri Training data Graphics |
| Content Type | Text |
| Resource Type | Article |
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