Data Party THU

Oct 12, 2026 · Artificial Intelligence

Beyond Average Accuracy: Representational Equality in Cross-Country LLM Value Simulation

This study evaluates nine open-source LLMs on cross-country value simulation using World Values Survey data across 59 countries, introducing representational equality as a metric to assess whether simulation accuracy is evenly distributed across nations, and tests four intervention strategies for improving both accuracy and equality.