At the end of the output layer, a softmax activation function is applied so that each element of the output vector describes how likely a specific word will appear in the context. SourceThe long-short term memory unit with the forget gate allows highly non-trivial long-distance dependencies to be easily learned . While LSTMs have been...Continue Reading