word2vec Skip-Gram with Negative Sampling is a Weighted Logistic PCA

no code implementations • 27 May 2017 • Andrew J. Landgraf, Jeremy Bellay

We show that the skip-gram formulation of word2vec trained with negative sampling is equivalent to a weighted logistic PCA.