Update README.md

README.md

@@ -40,6 +40,10 @@ The ensemble detects 69 entity subtypes (17 broad entity groups)
 
  <img src="https://ajitrajasekharan.github.io/images/6.png" width="600">
  
+### 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.
+ 
 ### License
 
 MIT license