(Note: the experiments here are only about language modeling)
  
  About the Penn Treebank corpus:
    - This corpus is free for research purposes
    - ptb.train.txt: train set
    - ptb.valid.txt: development set (should be used just for tuning hyper-parameters, but not for training)
    - ptb.test.txt: test set for reporting perplexity