DC Field | Value | Language |
---|---|---|
dc.contributor.author | Han, Kijong | ko |
dc.contributor.author | Nam, Sangha | ko |
dc.contributor.author | Kim, Jiseong | ko |
dc.contributor.author | Hahm, Young Gyun | ko |
dc.contributor.author | Choi, Key-Sun | ko |
dc.date.accessioned | 2020-09-18T05:05:34Z | - |
dc.date.available | 2020-09-18T05:05:34Z | - |
dc.date.created | 2020-09-08 | - |
dc.date.created | 2020-09-08 | - |
dc.date.issued | 2018-05-07 | - |
dc.identifier.citation | 11th International Conference on Language Resources and Evaluation, LREC 2018, pp.1023 - 1026 | - |
dc.identifier.uri | http://hdl.handle.net/10203/276334 | - |
dc.description.abstract | In this study, we investigated unsupervised learning based Korean word sense disambiguation (WSD) using CoreNet, a Korean lexical semantic network. To facilitate the application of WSD to practical natural language processing problems, a reasonable method is required to distinguish between sense candidates. We therefore performed coarse-grained Korean WSD studies while utilizing the hierarchical semantic categories of CoreNet to distinguish between sense candidates. In our unsupervised approach, we applied a knowledge-based model that incorporated a Markov random field and dependency parsing to the Korean language in addition to utilizing the semantic categories of CoreNet. Our experimental results demonstrate that the developed CoreNet based coarse-grained WSD technique exhibited an 80.9% accuracy on the datasets we constructed, and was proven to be effective for practical applications. | - |
dc.language | English | - |
dc.publisher | European Language Resources Association (ELRA) | - |
dc.title | Unsupervised Korean Word Sense Disambiguation using CoreNet | - |
dc.type | Conference | - |
dc.identifier.wosid | 000725545001018 | - |
dc.identifier.scopusid | 2-s2.0-85059880335 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 1023 | - |
dc.citation.endingpage | 1026 | - |
dc.citation.publicationname | 11th International Conference on Language Resources and Evaluation, LREC 2018 | - |
dc.identifier.conferencecountry | JA | - |
dc.identifier.conferencelocation | Phoenix Seagaia Conference Center, Miyazaki | - |
dc.contributor.localauthor | Choi, Key-Sun | - |
dc.contributor.nonIdAuthor | Han, Kijong | - |
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