Yukiko Nishimura

CARE: Multilingual Human Preference Learning for Cultural Awareness

Language Models (LMs) are typically tuned with human preferences to produce helpful responses, but the impact of preference tuning on the ability to handle culturally diverse queries remains understudied. In this paper, we systematically analyze how native human cultural preferences can be incorpora