GYROval: A Robust Benchmark for Cultural Value Orientation in Large Language Models
We present a robust benchmark for measuring cultural value orientation in large language models on the two Inglehart-Welzel axes over several domains and roles (hence GYROval - Gridded Yielding of Robust value Orientation), together with the results of administering it to twenty models. Items are binary contrastive scenarios in the sense introduced by CDEval: both options are legitimate courses of action, neither is correct, there is no answer key, and a model's score on an axis is the proportion of its responses falling on the counted pole. Eleven of the twenty models were additionally administered a paired Russian translation of the identical items and a second sampling temperature. The...
| Authors | Alexander Didenko, Anna Shabanova, Vladislav Zapylikhin et al. |
|---|---|
| Primary category | cs.HC |
| Published | 16 September 2026 |
| Last updated at source | 16 September 2026 |
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