DesignLab: Designing Slides Through Iterative Detection and Correction
Jooyeol Yun, Heng Wang, Yotaro Shimose, Jaegul Choo, Shingo Takamatsu
2025-07-24
Summary
This paper talks about DesignLab, a new tool that helps create presentation slides by using language models that keep improving the design step-by-step through finding and fixing mistakes.
What's the problem?
Making good slides is hard because early drafts often have errors and it takes a lot of time and effort to spot and fix these problems manually.
What's the solution?
The researchers developed DesignLab to automate this process by using language models that detect design errors, suggest improvements, and correct them repeatedly until the slide looks polished and professional.
Why it matters?
This matters because DesignLab makes designing slides faster and easier, helping people create better presentations without spending too much time on trial and error.
Abstract
DesignLab, an iterative design tool using fine-tuned language models, outperforms existing methods by refining design drafts through continuous error detection and correction.