Hierarchical Contextual Manifold Alignment for Structuring Latent Representations in Large Language Models

Meiquan Dong, Haoran Liu, Yan Huang +3

The organization of latent token representations plays a crucial role in determining the stability, generalization, and contextual consistency of language models, yet conventional…