DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, S | - |
dc.contributor.author | An, JH | - |
dc.contributor.author | Kwak, BK | - |
dc.contributor.author | Lee, GG | - |
dc.date.accessioned | 2015-06-25T02:05:05Z | - |
dc.date.available | 2015-06-25T02:05:05Z | - |
dc.date.created | 2009-03-18 | - |
dc.date.issued | 2004-12 | - |
dc.identifier.issn | 0916-8532 | - |
dc.identifier.other | 2015-OAK-0000004734 | en_US |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/10381 | - |
dc.description.abstract | An important issue in applying machine learning algorithms to Natural Language Processing areas such as Named Entity Recognition tasks is to overcome the lack of tagged corpora. Several bootstrapping methods such as co-training have been proposed as a solution. In this paper, we present a different approach using the Web resources. A Named Entity (NE) tagged corpus is generated from the Web using about 3,000 names as seeds. The generated corpus may have a lower quality than the manually tagged corpus but its size can be increased sufficiently. Several features are developed and the decision list is learned using the generated corpus. Our method is verified by comparing it to both the decision list learned on the manual corpus and the DL-CoTrain method. We also present a two-level classification by cascading highly precise lexical patterns and the decision list to improve the performance. | - |
dc.description.statementofresponsibility | open | en_US |
dc.language | English | - |
dc.publisher | IEICE-INST ELECTRONICS INFORMATION CO | - |
dc.relation.isPartOf | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
dc.rights | BY_NC_ND | en_US |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/2.0/kr | en_US |
dc.title | Learning Korean named entity by bootstrapping with Web resources | - |
dc.type | Article | - |
dc.contributor.college | 컴퓨터공학과 | en_US |
dc.author.google | Lee, S | en_US |
dc.author.google | An, JH | en_US |
dc.author.google | Lee, GG | en_US |
dc.author.google | Kwak, BK | en_US |
dc.relation.volume | E87D | en_US |
dc.relation.issue | 12 | en_US |
dc.relation.startpage | 2872 | en_US |
dc.relation.lastpage | 2882 | en_US |
dc.contributor.id | 10103841 | en_US |
dc.relation.journal | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | en_US |
dc.relation.index | SCI급, SCOPUS 등재논문 | en_US |
dc.relation.sci | SCIE | en_US |
dc.collections.name | Journal Papers | en_US |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E87D, no.12, pp.2872 - 2882 | - |
dc.identifier.wosid | 000225776800039 | - |
dc.date.tcdate | 2019-01-01 | - |
dc.citation.endPage | 2882 | - |
dc.citation.number | 12 | - |
dc.citation.startPage | 2872 | - |
dc.citation.title | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
dc.citation.volume | E87D | - |
dc.contributor.affiliatedAuthor | Lee, GG | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 1 | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | Named Entity Recognition | - |
dc.subject.keywordAuthor | automatic generation of NE-tagged | - |
dc.subject.keywordAuthor | corpus | - |
dc.subject.keywordAuthor | bootstrapping with web resources | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Software Engineering | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
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