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Sunday, September 24, 2023

Teachers' Cheat Sheet: Create Better Quizzes Faster with Chain of Density Prompts


Introduction

Teachers and lecturers, we all know making quality quizzes takes a lot of time. Between coming up with questions, writing them clearly, and ensuring they test the right material - it can feel like a never-ending task.

When asking a Large Language Model to generate a quiz from a text, the results can be disappointing. That's why I want to share how I've been using chain of density prompting to generate quiz questions much faster. This technique has been applied earlier to generate better summaries (see Forbes 2023 article), but it can be applied to quizzes as well.


I owe my existence to a study abroad program. That personal story is why I’m driven to help leaders and educators unlock the transformative power of education

𝗠𝘆 𝗰𝗮𝗿𝗲𝗲𝗿 𝗶𝘀 𝗱𝗿𝗶𝘃𝗲𝗻 𝗯𝘆 𝗮 𝗰𝗼𝗿𝗲 𝗯𝗲𝗹𝗶𝗲𝗳: 𝗲𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝘁𝗵𝗲 𝘂𝗹𝘁𝗶𝗺𝗮𝘁𝗲 𝗰𝗮𝘁𝗮𝗹𝘆𝘀𝘁 𝗳𝗼𝗿 ...