Stemming, Naturallanguageprocessing, Artificial Intelligence, Word Embeddings, Machine Learning.
for the word when it is acting as a context, and one when it is acting as the target. So far, so good. Now for any pair of words “ij”, we want the dot product of their word vectors, “w_i” times “w_j”, to be equal to their co-occurence probability. Using this as our goal and a suitable loss