Do LLM Embedding Spaces Recover Expert Structure?

Yixuan Zhu, Zhenke Duan, Fanghen Li

Pretrained text embeddings are increasingly used as representational maps, yet high category separability does not imply that their geometry recovers expert-defined structure. We s…