Uncovering Hierarchical Structure in LLM Embeddings Using Geometric and Topological Measures

Prakash Chourasia, Sarwan Ali, Murray Patterson +1

The rapid advancement of large language models (LLMs) has driven major advances across scientific domains, yet the hierarchical, geometric, and topological structure of their embed…