DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, YH | - |
dc.contributor.author | Kim, MY | - |
dc.contributor.author | Lee, JH | - |
dc.date.accessioned | 2016-04-01T02:03:30Z | - |
dc.date.available | 2016-04-01T02:03:30Z | - |
dc.date.created | 2014-03-11 | - |
dc.date.issued | 2005-01 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.other | 2005-OAK-0000005506 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/24318 | - |
dc.description.abstract | We present a method of chunking in Korean texts using conditional random fields (CRFs), a recently introduced probabilistic model for labeling and segmenting sequence of data. In agglutinative languages such as Korean and Japanese, a rule-based chunking method is predominantly used for its simplicity and efficiency. A hybrid of a rule-based and machine learning method was also proposed to handle exceptional cases of the rules. In this paper, we present how CRFs can be applied to the task of chunking in Korean texts. Experiments using the STEP 2000 dataset show that the proposed method significantly improves the performance as well as outperforms previous systems. | - |
dc.description.statementofresponsibility | X | - |
dc.language | English | - |
dc.publisher | SPRINGER-VERLAG BERLIN | - |
dc.relation.isPartOf | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | - |
dc.title | Chunking using conditional random fields in Korean texts | - |
dc.type | Article | - |
dc.contributor.college | 컴퓨터공학과 | - |
dc.identifier.doi | 10.1007/11562214_14 | - |
dc.author.google | "Lee, YH | - |
dc.author.google | Kim, MY | - |
dc.author.google | Lee, JH" | - |
dc.relation.volume | 3651 | - |
dc.relation.startpage | 155 | - |
dc.relation.lastpage | 164 | - |
dc.contributor.id | 10083961 | - |
dc.relation.journal | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | - |
dc.relation.index | SCI급, SCOPUS 등재논문 | - |
dc.relation.sci | SCIE | - |
dc.collections.name | Journal Papers | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, v.3651, pp.155 - 164 | - |
dc.identifier.wosid | 000233302600014 | - |
dc.date.tcdate | 2019-01-01 | - |
dc.citation.endPage | 164 | - |
dc.citation.startPage | 155 | - |
dc.citation.title | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | - |
dc.citation.volume | 3651 | - |
dc.contributor.affiliatedAuthor | Lee, JH | - |
dc.identifier.scopusid | 2-s2.0-33645963954 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 2 | - |
dc.type.docType | Article; Proceedings Paper | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
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