king - man + woman is queen; but why? (2017)
Summary
This blog post explains word2vec, PMI, and vector semantics with intuitive, minimal math. It covers how word vectors encode meaning, how analogies like king-man+woman=queen emerge from vector space, and how to interpret projections and cosine similarity, along with practical tools to explore embeddings.