Vector Space Applications in Metaphor Comprehension.
Although vector space models of word meaning have been successful in modeling many aspects of human semantic knowledge, little research has explored figurative language, such as metaphor, using word vector representations. This article reviews the small body of research that has applied such represe...
| Publicado en: | Metaphor & Symbol Vol. 33; no. 4; pp. 280 - 295 |
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| Autores principales: | , |
| Formato: | Artículo |
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Taylor & Francis Ltd
Oct-Dec2018
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=134651846&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 134651846 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 10926488 7MO jtl: Metaphor & Symbol issn: 10926488 maglogo: N pubinfo: dt: Oct-Dec2018 vid: 33 iid: 4 pid: 377 pub: Taylor & Francis Ltd artinfo: ui: 134651846 10.1080/10926488.2018.1549840 ppf: 280 ppct: 15 formats: fmt: – @attributes: type: T db: hlh ui: 134651846 – @attributes: type: P db: hlh ui: 134651846 tig: atl: Vector Space Applications in Metaphor Comprehension. aug: au: Nick Reid, J. Katz, Albert N. affil: Western University su: Metaphor Semantics Comprehension Vector spaces Cognitive processing of language Paraphrase sug: subj: Metaphor Semantics Comprehension Vector spaces Cognitive processing of language Paraphrase ab: Although vector space models of word meaning have been successful in modeling many aspects of human semantic knowledge, little research has explored figurative language, such as metaphor, using word vector representations. This article reviews the small body of research that has applied such representations to computational models of metaphor. After providing a short review of vector space models, a detailed overview of metaphor models that make use of vector space, and the relevant empirical findings are discussed. These models are divided into two categories based on their differing motivations: "psychological" models are motivated by modeling the cognitive processes involved in metaphor comprehension whereas "paraphrase" models seek to find the most efficient and accurate way for a computer to paraphrase metaphorical language. These models have been successful in computing adequate metaphor interpretations and shed light on the cognitive processes involved in comprehending metaphor. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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