Zhi-Rong Liao

AdaCultureSafe: Adaptive Cultural Safety Grounded by Cultural Knowledge in Large Language Models

This work introduces AdaCultureSafe, a dataset designed to jointly evaluate cultural safety and knowledge and proposes a knowledge-grounded method that elicits internal cultural knowledge in LLMs during response generation, demonstrating that this approach effectively improves cultural safety.