An HCI-centric survey and taxonomy of human-generative-AI interactions
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …
content across different formats like images, videos, and text. In Generative AI, human …
Experimental evidence on the productivity effects of generative artificial intelligence
We examined the productivity effects of a generative artificial intelligence (AI) technology,
the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a …
the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a …
Co-writing screenplays and theatre scripts with language models: Evaluation by industry professionals
Language models are increasingly attracting interest from writers. However, such models
lack long-range semantic coherence, limiting their usefulness for longform creative writing …
lack long-range semantic coherence, limiting their usefulness for longform creative writing …
Wordcraft: story writing with large language models
The latest generation of large neural language models such as GPT-3 have achieved new
levels of performance on benchmarks for language understanding and generation. These …
levels of performance on benchmarks for language understanding and generation. These …
Coauthor: Designing a human-ai collaborative writing dataset for exploring language model capabilities
Large language models (LMs) offer unprecedented language generation capabilities and
exciting opportunities for interaction design. However, their highly context-dependent …
exciting opportunities for interaction design. However, their highly context-dependent …
Working with AI to persuade: Examining a large language model's ability to generate pro-vaccination messages
Artificial Intelligence (AI) is a transformative force in communication and messaging strategy,
with potential to disrupt traditional approaches. Large language models (LLMs), a form of AI …
with potential to disrupt traditional approaches. Large language models (LLMs), a form of AI …
Design principles for generative AI applications
Generative AI applications present unique design challenges. As generative AI technologies
are increasingly being incorporated into mainstream applications, there is an urgent need …
are increasingly being incorporated into mainstream applications, there is an urgent need …
On the creativity of large language models
Large language models (LLMs) are revolutionizing several areas of Artificial Intelligence.
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …
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 …
Sparks: Inspiration for science writing using language models
Large-scale language models are rapidly improving, performing well on a wide variety of
tasks with little to no customization. In this work we investigate how language models can …
tasks with little to no customization. In this work we investigate how language models can …