Towards Data Science, Deep Learning, Machine Learning, Neural Networks, Naturallanguageprocessing.
Figure 1 shows the Transformer network. This network has replaced RNNs as the best model for NLP and even in computer vision (Vision Transformers). The network contains two parts — The encoder and the decoder. In machine translation, the encoder is used to encode the initial sentence and the