A Penny for Your Prompts: Experiments Detecting and Mitigating LLM Usage by Survey Respondents

Zane Xu, Nathan Malkin

Large language models are increasingly used by participants on crowdsourcing platforms when responding to surveys, potentially undermining the validity of collected data. Our study…