Slide2Text: Leveraging LLMs for Personalized Textbook Generation from PowerPoint Presentations
It addresses the need for efficient and customizable educational content creation, though it is incremental in leveraging existing LLM capabilities.
The paper tackles the problem of automated textbook creation by introducing Slide2Text, a system that uses LLMs to convert PowerPoint presentations into personalized textbooks, including explanations, exercises, and references, streamlining the process.
The rapid advancements in Large Language Models (LLMs) have revolutionized educational technology, enabling innovative approaches to automated and personalized content creation. This paper introduces Slide2Text, a system that leverages LLMs to transform PowerPoint presentations into customized textbooks. By extracting slide content using OCR, organizing it into a coherent structure, and generating tailored materials such as explanations, exercises, and references, Slide2Text streamlines the textbook creation process. Flexible customization options further enhance its adaptability to diverse educational needs. The system highlights the potential of LLMs in modernizing textbook creation and improving educational accessibility. Future developments will explore multimedia inputs and advanced user customization features.