Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading. By exploring how it behaves in simple cases, we can learn to use it more effectively.
In this 3-part blog series we present a unifying perspective on pre-trained word embeddings under a general framework of matrix factorization. The most popular word embedding model, Word2vec, has…