Mathematics Isn’t Culture-Free: Probing Cultural Gaps via Entity and Scenario Perturbations
This work shows that large language models perform best on US-centric math problems but struggle with culturally adapted variants, highlighting a need for culturally robust benchmarks, while reasoning-focused models prove more resilient.
Jul 2, 2025