Lexical substitution (original) (raw)

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dbo:abstract Lexical substitution is the task of identifying a substitute for a word in the context of a clause. For instance, given the following text: "After the match, replace any remaining fluid deficit to prevent chronic dehydration throughout the tournament", a substitute of game might be given. Lexical substitution is strictly related to word sense disambiguation (WSD), in that both aim to determine the meaning of a word. However, while WSD consists of automatically assigning the appropriate sense from a fixed sense inventory, lexical substitution does not impose any constraint on which substitute to choose as the best representative for the word in context. By not prescribing the inventory, lexical substitution overcomes the issue of the granularity of sense distinctions and provides a level playing field for automatic systems that automatically acquire word senses (a task referred to as Word Sense Induction). (en)
dbo:wikiPageExternalLink http://www.dianamccarthy.co.uk/task10index.html http://www.dsi.uniroma1.it/~navigli/pubs/ACM_Survey_2009_Navigli.pdf https://archive.today/20121215035448/http:/lit.csci.unt.edu/index.php/Semeval_2010 https://doi.org/10.1007%2Fs10579-009-9084-1 https://web.archive.org/web/20110604103407/http:/acl.ldc.upenn.edu/W/W07/W07-2009.pdf http://portal.acm.org/citation.cfm%3Fid=1118675.1118691
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dcterms:subject dbc:Semantics dbc:Lexical_semantics dbc:Computational_linguistics dbc:Natural_language_processing dbc:Word-sense_disambiguation
gold:hypernym dbr:Task
rdf:type dbo:Agent
rdfs:comment Lexical substitution is the task of identifying a substitute for a word in the context of a clause. For instance, given the following text: "After the match, replace any remaining fluid deficit to prevent chronic dehydration throughout the tournament", a substitute of game might be given. (en)
rdfs:label Lexical substitution (en)
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