Homogenization effects of large language models on human creative ideation
BR Anderson, JH Shah, M Kreminski - Proceedings of the 16th …, 2024 - dl.acm.org
Large language models (LLMs) are now being used in a wide variety of contexts, including
as creativity support tools (CSTs) intended to help their users come up with new ideas. But …
as creativity support tools (CSTs) intended to help their users come up with new ideas. But …
Multilingual semantic distance: Automatic verbal creativity assessment in many languages.
Creativity research commonly involves recruiting human raters to judge the originality of
responses to divergent thinking tasks, such as the alternate uses task (AUT). These manual …
responses to divergent thinking tasks, such as the alternate uses task (AUT). These manual …
Dynamics of automatized measures of creativity: mapping the landscape to quantify creative ideation
I Ul Haq, M Pifarré - Frontiers in education, 2023 - frontiersin.org
The growing body of creativity research involves Artificial Intelligence (AI) and Machine
learning (ML) approaches to automatically evaluating creative solutions. However …
learning (ML) approaches to automatically evaluating creative solutions. However …
Lost in translation? Not for large language models: Automated divergent thinking scoring performance translates to non-English contexts
Divergent thinking (DT) has been at the heart of creativity measurement for over seven
decades. At the same time, large-scale usage of DT tests is limited due to the tedious …
decades. At the same time, large-scale usage of DT tests is limited due to the tedious …
A MAD method to assess idea novelty: Improving validity of automatic scoring using maximum associative distance (MAD).
Creativity research often relies on human raters to judge the novelty of participants'
responses on open-ended tasks, such as the alternate uses task (AUT). Albeit useful …
responses on open-ended tasks, such as the alternate uses task (AUT). Albeit useful …
The relationship of divergent thinking with broad retrieval ability and processing speed: A meta-analysis
The present study aimed to integrate evidence on the relationship among broad retrieval
ability (Gr), processing speed (Gs), and divergent thinking (DT) with a three-level meta …
ability (Gr), processing speed (Gs), and divergent thinking (DT) with a three-level meta …
Automatic scoring of metaphor creativity with large language models
PV DiStefano, JD Patterson… - Creativity Research …, 2024 - Taylor & Francis
Metaphor is crucial in human cognition and creativity, facilitating abstract thinking,
analogical reasoning, and idea generation. Typically, human raters manually score the …
analogical reasoning, and idea generation. Typically, human raters manually score the …
Fifty years later and still working: Rediscovering Paulus et al's (1970) automated scoring of divergent thinking tests.
B Forthmann, P Doebler - … of Aesthetics, Creativity, and the Arts, 2022 - psycnet.apa.org
Automated scoring of divergent thinking tasks is a current hot topic in creativity research.
Most of the debated approaches are unsupervised machine learning approaches and …
Most of the debated approaches are unsupervised machine learning approaches and …
Measuring creativity in academic writing: An analysis of essays in Advanced Placement Language and Composition
J Bower, S Acar, U Kursuncu - Journal of Advanced …, 2023 - journals.sagepub.com
The demand for a creative workforce has never been higher, yet schools struggle to teach
and assess creativity among students efficiently. Compositions are an effective way to …
and assess creativity among students efficiently. Compositions are an effective way to …
What makes children's responses to creativity assessments difficult to judge reliably?
Open‐ended verbal creativity assessments are commonly administered in psychological
research and in educational practice to elementary‐aged children. Children's responses are …
research and in educational practice to elementary‐aged children. Children's responses are …