Value-based personas sampled from real survey distributions, plus a calibration step, reduce LLM prediction error on cross-country surveys especially for underrepresented populations.
A test of the reproducibil- ity of the clustering of cultural variables.Cross- Cultural Research, 55(1):29–57,
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Improving Cross-Cultural Survey Simulation with Calibrated Value Personas
Value-based personas sampled from real survey distributions, plus a calibration step, reduce LLM prediction error on cross-country surveys especially for underrepresented populations.