Automatic Scoring of Metaphor Creativity with Large Language Models

IF 2.5 3区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Creativity Research Journal Pub Date : 2024-03-23 DOI:10.1080/10400419.2024.2326343
Paul V. DiStefano, John D. Patterson, Roger E. Beaty
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Abstract

Metaphor is crucial in human cognition and creativity, facilitating abstract thinking, analogical reasoning, and idea generation. Typically, human raters manually score the originality of responses...
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利用大型语言模型为隐喻创意自动评分
隐喻对人类的认知和创造力至关重要,它能促进抽象思维、类比推理和创意的产生。通常情况下,人类评分员对回答的原创性进行人工评分...
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来源期刊
CiteScore
5.10
自引率
7.70%
发文量
52
期刊介绍: Creativity Research Journal publishes high-quality, scholarly research capturing the full range of approaches to the study of creativity--behavioral, clinical, cognitive, crosscultural, developmental, educational, genetic, organizational, psychoanalytic, psychometrics, and social. Interdisciplinary research is also published, as is research within specific domains (e.g., art, science) and research on critical issues (e.g., aesthetics, genius, imagery, imagination, incubation, insight, intuition, metaphor, play, problem finding and solving). Integrative literature reviews and theoretical pieces that appreciate empirical work are extremely welcome, but purely speculative articles are not published. Readers are encouraged to send commentaries, comments, and evaluative book reviews.
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