Does any one know the model implementation of aws lstm used in the imdb text classification is the same as this one ? https://github.com/Smerity/awd-lstm-lm
Yes. A lot of the AWD LSTM code actually is shamelessly plagiarized with Stephen Merity’s permission from his excellent GitHub repo.
Reference to the part of the lecture video on this:
Another reference: the ideas implemented in
LanguageModelLoader are largely stolen from Stephen Merity et al’s AWD-LSTM