text-classification-in-pytorch-using-lstm classification of the imdb large movie review dataset achieves an accuracy of 88.24% main.py does the training of the model testing.py generates the submission file on test set which can be submitted at the link https://www.kaggle.com/c/word2vec-nlp-tutorial/submissions?sortBy=date&group=all&page=1 to get the accuracy.