NLP methods and applications need to take account not only of "classical" lexical relations, as found in WordNet, but the less-structural, more context-dependent "non-classical" relations that readers intuit in text. In a reader-based study of lexical relations in text, most were found to be of the latter type. The relationships themselves are analyzed, and consequences for NLP are discussed.
{"title":"Non-Classical Lexical Semantic Relations","authors":"Jane Morris, Graeme Hirst","doi":"10.3115/1596431.1596438","DOIUrl":"https://doi.org/10.3115/1596431.1596438","url":null,"abstract":"NLP methods and applications need to take account not only of \"classical\" lexical relations, as found in WordNet, but the less-structural, more context-dependent \"non-classical\" relations that readers intuit in text. In a reader-based study of lexical relations in text, most were found to be of the latter type. The relationships themselves are analyzed, and consequences for NLP are discussed.","PeriodicalId":405549,"journal":{"name":"Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics - CLS '04","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133398636","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}
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