DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Hancheol | ko |
dc.contributor.author | Gweon, Gahgene | ko |
dc.contributor.author | Choi, Ho-Jin | ko |
dc.contributor.author | Heo, Jeong | ko |
dc.contributor.author | Ryu, Pum-Mo | ko |
dc.date.accessioned | 2015-06-24T02:07:13Z | - |
dc.date.available | 2015-06-24T02:07:13Z | - |
dc.date.created | 2015-06-10 | - |
dc.date.created | 2015-06-10 | - |
dc.date.issued | 2014-12-14 | - |
dc.identifier.citation | The 28th Pacific Asia Conference on Language, Information and Computing (PACLIC 28) | - |
dc.identifier.uri | http://hdl.handle.net/10203/198914 | - |
dc.description.abstract | Paraphrase generation is widely used for various natural language processing (NLP) applications such as question answering, multi-document summarization, and machine translation. In this study, we identify the problems occurring in the process of applying existing probabilistic model-based methods to agglutinative languages, and provide solutions by reflecting the inherent characteristics of agglutinative languages. More specifically, we propose and evaluate a sentential paraphrase generation (SPG) method for the Korean language using Support Vector Machines (SVM) with a string kernel. The quality of generated paraphrases is evaluated using three criteria: (1) meaning preservation, (2) grammaticality, and (3) equivalence. Our experiment shows that the proposed method outperformed a probabilistic model-based method by 12%, 16%, and 17%, respectively, with respect to the three criteria. | - |
dc.language | English | - |
dc.publisher | Chulalongkorn University, Language and Semantic Technology Laboratory, National Electronics and Computer Technology Center (NECTEC), Sirindhorn International Institute of Technology (SIIT) | - |
dc.title | Sentential Paraphrase Generation for Agglutinative Languages Using SVM with a String Kernel | - |
dc.type | Conference | - |
dc.identifier.scopusid | 2-s2.0-84994065790 | - |
dc.type.rims | CONF | - |
dc.citation.publicationname | The 28th Pacific Asia Conference on Language, Information and Computing (PACLIC 28) | - |
dc.identifier.conferencecountry | CH | - |
dc.identifier.conferencelocation | Phuket, Thailand | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Gweon, Gahgene | - |
dc.contributor.localauthor | Choi, Ho-Jin | - |
dc.contributor.nonIdAuthor | Park, Hancheol | - |
dc.contributor.nonIdAuthor | Heo, Jeong | - |
dc.contributor.nonIdAuthor | Ryu, Pum-Mo | - |
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