Creative Minds Like Ours? Large Language Models and the Creative Aspect of Language Use
Author(s) / Creator(s)
Carchidi, Vincent J.
Abstract / Description
Descartes famously constructed a language test to determine the existence of other minds. The test made critical observations about how humans use language that purportedly distinguishes them from animals and machines. These observations were carried into the generative (and later biolinguistic) enterprise under what Chomsky (1966), in his Cartesian Linguistics, terms the “creative aspect of language use” (CALU). CALU refers to the stimulus-free, unbounded, yet appropriate use of language—a tripartite depiction whose function in biolinguistics is to highlight a species-specific form of intellectual freedom. This paper argues that CALU provides a set of facts that have significant downstream effects on explanatory theory-construction. These include the internalist orientation of linguistics, the invocation of a competence-performance distinction, and the postulation of a generative language faculty that makes possible—but does not explain—CALU. It contrasts the biolinguistic approach to CALU with the recent wave of enthusiasm for the use of Transformer-based Large Language Models (LLMs) as tools, models, or theories of human language, arguing that such uses neglect these fundamental insights to their detriment. It argues that, in the absence of replication, identification, or accounting of CALU, LLMs do not match the explanatory depth of the biolinguistic framework, thereby limiting their theoretical usefulness.
Keyword(s)
Cartesian linguistics computational modeling creative aspect of language use generative linguistics large language modelsPersistent Identifier
Date of first publication
2024-10-07
Journal title
Biolinguistics
Publisher
PsychArchives
Publication status
acceptedVersion
Review status
reviewed
Is version of
Citation
Carchidi, V. J. (in press). Creative minds like ours? Large Language Models and the creative aspect of language use [Accepted manuscript]. Biolinguistics. https://doi.org/10.23668/psycharchives.15475
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Carchidi_2024_Creative_minds_like_ours_Bioling_AAM.pdfAdobe PDF - 826.25KBMD5: be363dacb6764ed451cc14b2d565b417Description: Accepted Manuscript
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There are no other versions of this object.
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Author(s) / Creator(s)Carchidi, Vincent J.
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PsychArchives acquisition timestamp2024-10-07T06:56:46Z
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Made available on2024-10-07T06:56:46Z
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Date of first publication2024-10-07
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Abstract / DescriptionDescartes famously constructed a language test to determine the existence of other minds. The test made critical observations about how humans use language that purportedly distinguishes them from animals and machines. These observations were carried into the generative (and later biolinguistic) enterprise under what Chomsky (1966), in his Cartesian Linguistics, terms the “creative aspect of language use” (CALU). CALU refers to the stimulus-free, unbounded, yet appropriate use of language—a tripartite depiction whose function in biolinguistics is to highlight a species-specific form of intellectual freedom. This paper argues that CALU provides a set of facts that have significant downstream effects on explanatory theory-construction. These include the internalist orientation of linguistics, the invocation of a competence-performance distinction, and the postulation of a generative language faculty that makes possible—but does not explain—CALU. It contrasts the biolinguistic approach to CALU with the recent wave of enthusiasm for the use of Transformer-based Large Language Models (LLMs) as tools, models, or theories of human language, arguing that such uses neglect these fundamental insights to their detriment. It argues that, in the absence of replication, identification, or accounting of CALU, LLMs do not match the explanatory depth of the biolinguistic framework, thereby limiting their theoretical usefulness.en
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Publication statusacceptedVersion
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Review statusreviewed
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CitationCarchidi, V. J. (in press). Creative minds like ours? Large Language Models and the creative aspect of language use [Accepted manuscript]. Biolinguistics. https://doi.org/10.23668/psycharchives.15475
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ISSN1450-3417
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/10901
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.15475
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Language of contenteng
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PublisherPsychArchives
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Is version ofhttps://doi.org/10.5964/bioling.13507
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Keyword(s)Cartesian linguistics
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Keyword(s)computational modeling
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Keyword(s)creative aspect of language use
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Keyword(s)generative linguistics
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Keyword(s)large language models
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Dewey Decimal Classification number(s)150
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TitleCreative Minds Like Ours? Large Language Models and the Creative Aspect of Language Useen
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DRO typearticle
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Journal titleBiolinguistics
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Visible tag(s)PsychOpen GOLD
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Visible tag(s)Accepted Manuscript