[GitHub] szhengac commented on a change in pull request #10225: fix word language model script and readme

[GitBox <gi...@apache.org>]

szhengac commented on a change in pull request #10225: fix word language model script and readme
URL: https://github.com/apache/incubator-mxnet/pull/10225#discussion_r176873734
 
 

 ##########
 File path: example/gluon/word_language_model/README.md
 ##########
 @@ -1,67 +1,59 @@
 # Word-level language modeling RNN
 
-This example trains a multi-layer RNN (Elman, GRU, or LSTM) on Penn Treebank (PTB) language modeling benchmark.
+This example trains a multi-layer RNN (Elman, GRU, or LSTM) on WikiText-2 language modeling benchmark.
 
-The model obtains the state-of-the-art result on PTB using LSTM, getting a test perplexity of ~72.
-And ~97 ppl in WikiText-2, outperform than basic LSTM(99.3) and reach Variational LSTM(96.3).
+The model obtains ~97 ppl in WikiText-2 using LSTM, outperforming basic LSTM(99.3) and reach Variational LSTM(96.3).
 
 Review comment:
   The current default setting is problematic. After running the experiment, the best testing ppl is 106.9

----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
 
For queries about this service, please contact Infrastructure at:
users@infra.apache.org


With regards,
Apache Git Services