Automatic Scoring of Metaphor Creativity with Large Language Models

DiStefano, Paul V.; Patterson, John D.; Beaty, Roger E.

doi:10.1080/10400419.2024.2326343

Creativity Research Journal

2024

DOI: 10.1080/10400419.2024.2326343

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Automatic Scoring of Metaphor Creativity with Large Language Models

Paul V. DiStefano,

John D. Patterson,

Roger E. Beaty

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2024

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Cited by 6 publications

References 58 publications

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The Art of Creative Inquiry—From Question Asking to Prompt Engineering

Sasson Lazovsky,

Raz,

Kenett

2024

Journal of Creative Behavior

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As artificial intelligence and natural language processing methods rapidly develop, communication plays a pivotal role in every‐day interactions. In this theoretical paper, we explore the overlap and commonalities between question‐asking and prompt engineering. While seemingly distinct, these processes share a common foundation in essential skills like creativity, critical thinking, and cognitive flexibility. We contend that prompt engineering, the art of crafting cues for language models, and question‐asking, the skill of formulating inquiries, form a symbiotic relationship. Delving into question complexity through Bloom's taxonomy and diverse types of questions, we propose strategies for not only efficient but also engaging prompt design. Our theoretical contribution emphasizes the dynamic role of creativity in both processes, offering intriguing perspectives on human–machine interactions and advancing our understanding of language models and communication skills.

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The Art of Creative Inquiry—From Question Asking to Prompt Engineering

Sasson Lazovsky,

Raz,

Kenett

2024

Journal of Creative Behavior

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Evaluation is Creation: Self and Social Judgments of Creativity Across the Four-C Model

Dumas,

Kaufman

2024

Educ Psychol Rev

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Open and closed-ended problem solving in humans and AI: The influence of question asking complexity

Raz,

Reiter-Palmon,

Kenett

2024

Thinking Skills and Creativity

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Automatic Scoring of Metaphor Creativity with Large Language Models

Cited by 6 publications

References 58 publications

The Art of Creative Inquiry—From Question Asking to Prompt Engineering

The Art of Creative Inquiry—From Question Asking to Prompt Engineering

Evaluation is Creation: Self and Social Judgments of Creativity Across the Four-C Model

Open and closed-ended problem solving in humans and AI: The influence of question asking complexity

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