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David Munechika

2 accepted papers

2024

Wordflow: Social Prompt Engineering for Large Language Models

ACL 2024system demonstrations

Large language models (LLMs) require well-crafted prompts for effective use. Prompt engineering, the process of designing prompts, is challenging, particularly for non-experts who are less familiar with AI technologies. While researchers have proposed techniques and tools to assist LLM users in prom…

2023

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

ACL 2023long

With recent advancements in diffusion models, users can generate high-quality images by writing text prompts in natural language. However, generating images with desired details requires proper prompts, and it is often unclear how a model reacts to different prompts or what the best prompts are. To…