Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae

Piero Molino, Yang Wang, Jiawei Zhang

Embeddings are a fundamental component of many modern machine learning and natural language processing models. Understanding them and visualizing them is essential for gathering in…