Update README.md

README.md

@@ -43,7 +43,7 @@ The ensemble detects 69 entity subtypes (17 broad entity groups)
 ### Additional notes
 
 - The model predictions on the right do not include [CLS] predictions. Hosted inference API only returns the masked position predictions. In practice, the [CLS] predictions are just as useful as the model predictions for the masked position _(if the next sentence prediction loss was low during pretraining)_ and are used for NER.
-- Some of the top model predictions like "a", "the", punctuations, etc. which bear no entity information are filtered when harvesting descriptors for NER. The examples on the right are unfiltered results.
+- Some of the top model predictions like "a", "the", punctuations, etc. while valid predictions, bear no entity information. These are filtered when harvesting descriptors for NER. The examples on the right are unfiltered results.
  
 ### License