most citedGeopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

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stat.ML2026

Specification-Aware Predictive Uncertainty Decomposition

Roman Vashurin, Mikhail Seleznyov, Assel Yermekova +7

Classical decompositions of predictive uncertainty, such as the information-theoretic one, are defined for a fixed representation of the input object. They do not consider that…