Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise

A new soft prompt fine-tuning framework enhances cultural sensitivity in large language models by dynamically routing queries to specialized 'expert' configurations without modifying the base model. This approach significantly improves cultural alignment scores, offering an efficient, modular solution for deploying culturally-aware AI in diverse global contexts.