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Mike Young @mikeyoung44

LLMs Create Accurate Medical Exam Questions With Proper Prompting

LLMs like GPT-3.5 & Claude generate high-quality medical exam questions with proper prompting, outperforming human-created ones in readability, specificity & clarity.

This is a Plain English Papers summary of a research paper called AI Models Can Now Generate High-Quality Medical Exam Questions, Study Shows. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

  
  
  Overview

Study examines Large Language Models' ability to generate good questions from context
Evaluates questions using metrics like readability, specificity, clarity
Tests GPT-3.5, GPT-4, and Claude on medical education contexts
Introduces framework for measuring question quality without answers
Shows LLMs can generate high-quality questions with prope...