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題名 Filtered collocations as features in verbal polysemy disambiguation - A case study of the Chinese verb kao `bake`
作者 張瑜芸
Chang, Yu-Yun
Hsieh, Shu-Kai
貢獻者 語言所
關鍵詞 Generative Lexicon Theory;co-composition;baking verb;logical polysemy;collocation
日期 2018-01
上傳時間 18-一月-2021 13:21:00 (UTC+8)
摘要 In Generative Lexicon Theory (GLT) (Pustejovsky 1995), co-composition is one of the generative devices proposed to explain the cases of verbal polysemous behavior where more than one function application is allowed. The English baking verbs were used as examples to illustrate how their arguments co-specify the verb with qualia unification. Some studies (Blutner 2002; Carston 2002; Falkum 2007) stated that the information of pragmatics and world knowledge need to be considered as well. Therefore, this study would like to examine whether GLT could be practiced in a real-world Natural Language Processing (NLP) application using collocations. We have conducted a finegrained logical polysemy disambiguation task, taking open-sourced the Leiden Weibo Corpus as resource and computing with Support Vector Machine (SVM) classifier. Within the classifier, we have taken collocated verbs under GLT as main features. In addition, measure words and syntactic patterns are extracted as additional features for comparison. Our study investigates the logical polysemy of the Chinese verb kao ‘bake’. We find that GLT could help in identifying logically polysemous cases; additional features would help the classifier achieve a higher performance.
關聯 Language and Linguistics, Vol.19, No.1, pp.61-79
資料類型 article
DOI https://doi.org/10.1075/lali.00003.cha
dc.contributor 語言所
dc.creator (作者) 張瑜芸
dc.creator (作者) Chang, Yu-Yun
dc.creator (作者) Hsieh, Shu-Kai
dc.date (日期) 2018-01
dc.date.accessioned 18-一月-2021 13:21:00 (UTC+8)-
dc.date.available 18-一月-2021 13:21:00 (UTC+8)-
dc.date.issued (上傳時間) 18-一月-2021 13:21:00 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/133560-
dc.description.abstract (摘要) In Generative Lexicon Theory (GLT) (Pustejovsky 1995), co-composition is one of the generative devices proposed to explain the cases of verbal polysemous behavior where more than one function application is allowed. The English baking verbs were used as examples to illustrate how their arguments co-specify the verb with qualia unification. Some studies (Blutner 2002; Carston 2002; Falkum 2007) stated that the information of pragmatics and world knowledge need to be considered as well. Therefore, this study would like to examine whether GLT could be practiced in a real-world Natural Language Processing (NLP) application using collocations. We have conducted a finegrained logical polysemy disambiguation task, taking open-sourced the Leiden Weibo Corpus as resource and computing with Support Vector Machine (SVM) classifier. Within the classifier, we have taken collocated verbs under GLT as main features. In addition, measure words and syntactic patterns are extracted as additional features for comparison. Our study investigates the logical polysemy of the Chinese verb kao ‘bake’. We find that GLT could help in identifying logically polysemous cases; additional features would help the classifier achieve a higher performance.
dc.format.extent 74549 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Language and Linguistics, Vol.19, No.1, pp.61-79
dc.subject (關鍵詞) Generative Lexicon Theory;co-composition;baking verb;logical polysemy;collocation
dc.title (題名) Filtered collocations as features in verbal polysemy disambiguation - A case study of the Chinese verb kao `bake`
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1075/lali.00003.cha
dc.doi.uri (DOI) https://doi.org/10.1075/lali.00003.cha