Chu-Ren Huang

Cross-Cultural Scenario Benchmark: Evaluating LLMs’ Cross-Cultural Understanding

A dataset with substantial coverage of non-WEIRD cultures and five-dimensional annotations supports an interpretable approach to examining weaknesses in LLMs’ cross-cultural alignment and suggests that WEIRD data bias reflects both the underrepresentation of low-WEIRD cultures and the overactivation of dominant value f...