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. Experiments show significant improvements in cultural alignment scores, facilitating more nuanced and globally aware AI interactions.