Associative thinking at the core of creativity

RE Beaty, YN Kenett - Trends in cognitive sciences, 2023 - cell.com
Creativity has long been thought to involve associative processes in memory: connecting
concepts to form ideas, inventions, and artworks. However, associative thinking has been …

Beyond semantic distance: Automated scoring of divergent thinking greatly improves with large language models

P Organisciak, S Acar, D Dumas… - Thinking Skills and …, 2023 - Elsevier
Automated scoring for divergent thinking (DT) seeks to overcome a key obstacle to creativity
measurement: the effort, cost, and reliability of scoring open-ended tests. For a common test …

Naming unrelated words predicts creativity

JA Olson, J Nahas, D Chmoulevitch… - Proceedings of the …, 2021 - National Acad Sciences
Several theories posit that creative people are able to generate more divergent ideas. If this
is correct, simply naming unrelated words and then measuring the semantic distance …

Evaluation is creation: Self and social judgments of creativity across the Four-C model

D Dumas, JC Kaufman - Educational Psychology Review, 2024 - Springer
Who should evaluate the originality and task-appropriateness of a given idea has been a
perennial debate among psychologists of creativity. Here, we argue that the most relevant …

Automating creativity assessment with SemDis: An open platform for computing semantic distance

RE Beaty, DR Johnson - Behavior research methods, 2021 - Springer
Creativity research requires assessing the quality of ideas and products. In practice,
conducting creativity research often involves asking several human raters to judge …

Multilingual semantic distance: Automatic verbal creativity assessment in many languages.

JD Patterson, HM Merseal, DR Johnson… - … , Creativity, and the …, 2023 - psycnet.apa.org
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 …

The current state of artificial intelligence generative language models is more creative than humans on divergent thinking tasks

KF Hubert, KN Awa, DL Zabelina - Scientific Reports, 2024 - nature.com
The emergence of publicly accessible artificial intelligence (AI) large language models such
as ChatGPT has given rise to global conversations on the implications of AI capabilities …

The relationship between intelligence and divergent thinking—A meta-analytic update

A Gerwig, K Miroshnik, B Forthmann, M Benedek… - Journal of …, 2021 - mdpi.com
This paper provides a meta-analytic update on the relationship between intelligence and
divergent thinking (DT), as research on this topic has increased, and methods have …

Divergent semantic integration (DSI): Extracting creativity from narratives with distributional semantic modeling

DR Johnson, JC Kaufman, BS Baker… - Behavior Research …, 2023 - Springer
We developed a novel conceptualization of one component of creativity in narratives by
integrating creativity theory and distributional semantics theory. We termed the new …

Semantic distance and the alternate uses task: Recommendations for reliable automated assessment of originality

RE Beaty, DR Johnson, DC Zeitlen… - Creativity Research …, 2022 - Taylor & Francis
Semantic distance is increasingly used for automated scoring of originality on divergent
thinking tasks, such as the Alternate Uses Task (AUT). Despite some psychometric support …