Assessing and Mitigating Miscalibration in LLM-Based Social Science Measurement

Jinyuan Wang, Ningyuan Deng, Yi Yang

Large language models (LLMs) are increasingly used in social science as scalable measurement tools for converting unstructured text into variables that can enter standard empirical…