PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM

Principles of mixed-initiative user interfaces

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Earlier work this paper cites.

Mathbot: Transforming online resources for learning math into conversational interactions

Grossman, J., Lin, Z., Sheng, H., Wei, J. T.-Z., Williams, J. J., and Goel, S · 2019

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Language models are few-shot learners

Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J. D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al · 2020

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A literature review on question answering techniques, paradigms and systems

Soares, M. A. C. and Parreiras, F. S · 2020

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Sara, the lecturer: Improving learning in online education with a scaffolding-based conversational agent

Winkler, R., Hobert, S., Salovaara, A., Söllner, M., and Leimeister, J. M · 2020

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Zero-shot text-to-image generation

Ramesh, A., Pavlov, M., Goh, G., Gray, S., Voss, C., Radford, A., Chen, M., and Sutskever, I · 2021

Cited alongside, same era.

Prompt programming for large language models: Beyond the few-shot paradigm

Reynolds, L. and McDonell, K · 2021

Cited alongside, same era.

High-resolution image synthesis with latent diffusion models, 2021

Rombach, R., Blattmann, A., Lorenz, D., Esser, P., and Ommer, B · 2021

Cited alongside, same era.

Design guidelines for prompt engineering text-to-image generative models

Liu, V. and Chilton, L. B · 2022

Cited alongside, same era.

Opal: Multimodal image generation for news illustration

Liu, V., Qiao, H., and Chilton, L

Cited in the paper.

3dall-e: Integrating text-to-image ai in 3d design workflows

Original

Liu, V., Vermeulen, J., Fitzmaurice, G., and Matejka, J

Help me think: A simple prompting strategy for non-experts to create customized content with models, 2022

Mishra, S. and Nouri, E · 2022

Later among the works it cites.

Hierarchical text-conditional image generation with clip latents

Original

Ramesh, A., Dhariwal, P., Nichol, A., Chu, C., and Chen, M · 2022

Later among the works it cites.

Midjourney

Midjourney · 2023

Closest in time.

Chain-of-thought prompting elicits reasoning in large language models, 2023

Wei, J., Wang, X., Schuurmans, D., Bosma, M., Ichter, B., Xia, F., Chi, E., Le, Q., and Zhou, D · 2023

Closest in time.