Multi-Test Nation Bias Benchmarking of LLMs with Explicit Unbiased Baselines

Jonghyeon Choi, Yeonjun Choi, Beakcheol Jang

While prior work has highlighted that systematic nation-level bias in large language models (LLMs) can pose operational risks for international relations (IR) applications, many ex…