Papers by Irene Strauss
Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models (2026.eacl-long)
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| Challenge: | Prior work on LLM biases focused on socio-demographic and left–right political dimensions, but little attention has been paid to how they align with broader geopolitical value systems. |
| Approach: | They propose a method to assess how LLMs align with broader geopolitical value systems, particularly the democracy–authoritarianism spectrum. |
| Outcome: | The proposed method combines the F-scale, FavScore and role-model probing to assess which figures are cited as general role models by LLMs. |