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The two algorithm codes in our work "An Analysis on the Learning Rules of the Skip-Gram Model", by Canlin Zhang, Xiuwen Liu and Daniel Bis: The strict implementation of the Skip-gram model on the toy corpus, and the code for normal SGNS training.