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That's why, each and every term has two vectors, Every single describing the phrase’s relations with other phrases in one corpus. In the meantime, these 2 vectors remain similar simply because they are applied alongside one another from the neural network to educate one skip-gram model for predicting the encompassing Home windows of context words