Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence

Jiaqi Wang, Huawen Hu, Shu Zhang

With the rapid advancement of large language models, brain-language decoding has achieved remarkable progress. However, it remains unclear whether decoded content genuinely reflect…