The total F-1 score on the OntoNotes dataset is 88%, and the total F-1 cross-validation score on the 112 class Wiki(gold) dataset is 53%.  
 Question: What results do they achieve using their proposed approach?
F-1 score on the OntoNotes is 88%, and it is 53% on Wiki (gold).