What are some popular deep learning architectures used in natural language processing?

Popular deep learning architectures for NLP include recurrent neural networks (RNNs), long short-term memory networks (LSTMs), gated recurrent units (GRUs), convolutional neural networks (CNNs), and transformer models like BERT, GPT, and XLNet.