Large-scale text-to-image generation models for visual artists' creative works

HK Ko, G Park, H Jeon, J Jo, J Kim, J Seo - Proceedings of the 28th …, 2023 - dl.acm.org
Large-scale Text-to-image Generation Models (LTGMs)(eg, DALL-E), self-supervised deep
learning models trained on a huge dataset, have demonstrated the capacity for generating …

The creativity of text-to-image generation

J Oppenlaender - Proceedings of the 25th international academic …, 2022 - dl.acm.org
Text-guided synthesis of images has made a giant leap towards becoming a mainstream
phenomenon. With text-to-image generation systems, anybody can create digital images …

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 …

Literature reviews in HCI: A review of reviews

E Stefanidi, M Bentvelzen, PW Woźniak… - Proceedings of the …, 2023 - dl.acm.org
This paper analyses Human-Computer Interaction (HCI) literature reviews to provide a clear
conceptual basis for authors, reviewers, and readers. HCI is multidisciplinary and various …

Art or artifice? large language models and the false promise of creativity

T Chakrabarty, P Laban, D Agarwal… - Proceedings of the CHI …, 2024 - dl.acm.org
Researchers have argued that large language models (LLMs) exhibit high-quality writing
capabilities from blogs to stories. However, evaluating objectively the creativity of a piece of …

TaleBrush: Sketching stories with generative pretrained language models

JJY Chung, W Kim, KM Yoo, H Lee, E Adar… - Proceedings of the 2022 …, 2022 - dl.acm.org
While advanced text generation algorithms (eg, GPT-3) have enabled writers to co-create
stories with an AI, guiding the narrative remains a challenge. Existing systems often …

The prompt artists

M Chang, S Druga, AJ Fiannaca, P Vergani… - Proceedings of the 15th …, 2023 - dl.acm.org
This paper examines the art practices, artwork, and motivations of prolific users of the latest
generation of text-to-image models. Through interviews, observations, and a user survey, we …

From tool to companion: Storywriters want AI writers to respect their personal values and writing strategies

OC Biermann, NF Ma, D Yoon - … of the 2022 ACM Designing Interactive …, 2022 - dl.acm.org
Modern large-scale language models approach the quality of human-level writing. This
promises the advent of AI writing companions performing AI-led writing under human …

Metaphorian: leveraging large language models to support extended metaphor creation for science writing

J Kim, S Suh, LB Chilton, H **a - … of the 2023 ACM Designing Interactive …, 2023 - dl.acm.org
Science writers commonly use extended metaphors to communicate unfamiliar concepts in
a more accessible way to a wider audience. However, creating metaphors for science …

The AI ghostwriter effect: When users do not perceive ownership of AI-generated text but self-declare as authors

F Draxler, A Werner, F Lehmann, M Hoppe… - ACM Transactions on …, 2024 - dl.acm.org
Human-AI interaction in text production increases complexity in authorship. In two empirical
studies (n1= 30 & n2= 96), we investigate authorship and ownership in human-AI …