What question did this study set out to answer?

This paper aims to classify types of prompt modifiers used in text-to-image generation and explore their implications.

A taxonomy of prompt modifiers for text-to-image generation

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Ethnographic study identifies prompt modifiers in text-to-image generation, suggesting improvements for practitioners.

This paper aims to classify types of prompt modifiers used in text-to-image generation and explore their implications.
Conducted a 3-month ethnographic study in online text-to-image communities.
Identified six types of prompt modifiers used by practitioners.
Discussed the application of prompt modifiers in prompt engineering.
A novel taxonomy of six prompt modifiers was developed.
The taxonomy serves as a foundation for future research in text-to-image generation.
It highlights broader implications for human-AI interaction beyond current applications.

Jonas Oppenlaender (2023) studied this question.

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