{"title":"Identifying Concept Attributes Using a Classifier","authors":"Massimo Poesio, Abdulrahman Almuhareb","doi":"10.3115/1631850.1631853","DOIUrl":"https://doi.org/10.3115/1631850.1631853","url":null,"abstract":"We developed a novel classification of concept attributes and two supervised classifiers using this classification to identify concept attributes from candidate attributes extracted from the Web. Our binary (attribute / non-attribute) classifier achieves an accuracy of 81.82% whereas our 5-way classifier achieves 80.35%.","PeriodicalId":355487,"journal":{"name":"Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition - DeepLA '05","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2005-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115951895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}