The Arithmetics of Words or How Machines Describe Pictures

Ivan demonstrated how the meaning of words can be represented as vectors where every word is a point in a multi-dimensional space. This idea is applied when building the so-called “skip-grams” in which every word is a node in the input layer and the weights of the hidden layer correspond to the vector coordinates.


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