A preregistered 2x3 factorial experiment on 262 real survey questions shows GPT-4.0 and a survey-expert persona make ChatGPT flag more, and different, survey question problems than GPT-3.5 or no persona.
Summary of ChatGPT- Related Research and Perspective Towards the Future of Large Language Models
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Generative AI as a Safety Net for Survey Question Refinement
A preregistered 2x3 factorial experiment on 262 real survey questions shows GPT-4.0 and a survey-expert persona make ChatGPT flag more, and different, survey question problems than GPT-3.5 or no persona.