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“Word2Vec-on-Spark” provides a distributed version (both model representation and training are distributed) of Word2Vec which can run on Spark clusters, this make it possible to handle huge dataset and huge words model
Word embedding training code for《Natural Language Processing (Almost) from Scratch》 by Ronan Collobert and Jason Weston.
Multiple version of word2vec. https://code.google.com/p/word2vec/
Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.