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For this reason, each phrase has two vectors, Each and every describing the phrase’s relations with other words in a single corpus. Meanwhile, these two vectors remain comparable mainly because they are employed collectively during the neural network to coach an individual skip-gram product for predicting the surrounding windows of context words.