Machine Learning, Transformers, Ashish Vaswani, Lstm, Recurrent Neural Network.
representations. Recurrent neural networks are used in variable-length representations. LSTM and GRU improved the gradient flow of the RNNs. In RNN a representation is generated at each time step. In a big data world, having parallel computation models is important. However, sequence models limit