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        <title>Who is GPT-3? An exploration of personality, values and demographics</title>
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        <namePart type="given">Marilù</namePart>
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            <namePart type="given">David</namePart>
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        <name type="personal">
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    <abstract>Language models such as GPT-3 have caused a furore in the research community. Some studies found that GPT-3 has some creative abilities and makes mistakes that are on par with human behaviour. This paper answers a related question: Who is GPT-3? We administered two validated measurement tools to GPT-3 to assess its personality, the values it holds and its self-reported demographics. Our results show that GPT-3 scores similarly to human samples in terms of personality and - when provided with a model response memory - in terms of the values it holds. We provide the first evidence of psychological assessment of the GPT-3 model and thereby add to our understanding of this language model. We close with suggestions for future research that moves social science closer to language models and vice versa.</abstract>
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    <identifier type="doi">10.18653/v1/2022.nlpcss-1.24</identifier>
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%0 Conference Proceedings
%T Who is GPT-3? An exploration of personality, values and demographics
%A Miotto, Marilù
%A Rossberg, Nicola
%A Kleinberg, Bennett
%Y Bamman, David
%Y Hovy, Dirk
%Y Jurgens, David
%Y Keith, Katherine
%Y O’Connor, Brendan
%Y Volkova, Svitlana
%S Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS)
%D 2022
%8 November
%I Association for Computational Linguistics
%C Abu Dhabi, UAE
%F miotto-etal-2022-gpt
%X Language models such as GPT-3 have caused a furore in the research community. Some studies found that GPT-3 has some creative abilities and makes mistakes that are on par with human behaviour. This paper answers a related question: Who is GPT-3? We administered two validated measurement tools to GPT-3 to assess its personality, the values it holds and its self-reported demographics. Our results show that GPT-3 scores similarly to human samples in terms of personality and - when provided with a model response memory - in terms of the values it holds. We provide the first evidence of psychological assessment of the GPT-3 model and thereby add to our understanding of this language model. We close with suggestions for future research that moves social science closer to language models and vice versa.
%R 10.18653/v1/2022.nlpcss-1.24
%U https://aclanthology.org/2022.nlpcss-1.24
%U https://doi.org/10.18653/v1/2022.nlpcss-1.24
%P 218-227

Markdown (Informal)

[Who is GPT-3? An exploration of personality, values and demographics](https://aclanthology.org/2022.nlpcss-1.24) (Miotto et al., NLP+CSS 2022)

• Who is GPT-3? An exploration of personality, values and demographics (Miotto et al., NLP+CSS 2022)

ACL

• Marilù Miotto, Nicola Rossberg, and Bennett Kleinberg. 2022. Who is GPT-3? An exploration of personality, values and demographics. In Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS), pages 218–227, Abu Dhabi, UAE. Association for Computational Linguistics.