Jiaoyan Chen

Hierarchical adversarial learning with culture-aware attention and LLM knowledge distillation for cross-cultural sentiment analysis

Cultural frame bias significantly degrades sentiment analysis performance across different media systems, often causing accuracy drops of up to 30% during cross-cultural transfer. Existing pre-trained models struggle to disentangle culture-specific editorial framing from true sen...