One Swallow Does Not Make a Summer: Understanding Semantic Structures in Embedding Spaces

Yandong Sun, Qiang Huang, Ziwei Xu +3

Embedding spaces are fundamental to modern AI, translating raw data into high-dimensional vectors that encode rich semantic relationships. Yet, their internal structures remain opa…