Topic 5 Beating The State Of The Art At Scale Introduction
Master the shift from non-linear NNLMs to log-linear Word2Vec. Learn to scale representation learning to trillion-word datasets and perform vector arithmetic.
Content adapted from Efficient Estimation of Word Representations in Vector Space by Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean.Original Source