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Given a specific word in the middle of a sentence (the input word), look at the words nearby and pick one at random.
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ural network to perform, and then we’ll come back later to how this indirectly gives us those word vectors that we are really after. We’re going to train the neural network to do the following. <span>Given a specific word in the middle of a sentence (the input word), look at the words nearby and pick one at random. The network is going to tell us the probability for every word in our vocabulary of being the “nearby word” that we chose. When I say "nearby", there is actually a "window size" paramet

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