Large-scale text-to-image generation models for visual artists' creative works
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 …
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 …
phenomenon. With text-to-image generation systems, anybody can create digital images …
Homogenization effects of large language models on human creative ideation
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 …
Literature reviews in HCI: A review of reviews
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 …
conceptual basis for authors, reviewers, and readers. HCI is multidisciplinary and various …
Art or artifice? large language models and the false promise of creativity
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 …
capabilities from blogs to stories. However, evaluating objectively the creativity of a piece of …
TaleBrush: Sketching stories with generative pretrained language models
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 …
stories with an AI, guiding the narrative remains a challenge. Existing systems often …
The prompt artists
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 …
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
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 …
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
Science writers commonly use extended metaphors to communicate unfamiliar concepts in
a more accessible way to a wider audience. However, creating metaphors for science …
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
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 …
studies (n1= 30 & n2= 96), we investigate authorship and ownership in human-AI …