There are 3 repositories under pytorch-nlp-tutorial topic.
Fully batched seq2seq example based on practical-pytorch, and more extra features.
Materials for O'Reilly DL 4 NLP tutorial (NYC, June 2017)
torchtext-tutorial (text classification)
My PyTorch playground for NLP
Pytorch LSTM tagger tutorial with minibatch training. Includes discussion on proper padding, embedding, initialization and loss calculation.
RNN
Course Materials for PSTALN at the NLP M2 IAAA from Aix-Marseille Université (Winter 2018-2019)
pytorch examples