Uncovering Hierarchical Structure in LLM Embeddings with $\delta$-Hyperbolicity, Ultrametricity, and Neighbor Joining

Prakash Chourasia, Sarwan Ali, Murray Patterson

The rapid advancement of large language models (LLMs) has enabled significant strides in various fields. This paper introduces a novel approach to evaluate the effectiveness of LLM…