Update README.md

README.md

@@ -39,15 +39,15 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Model predicts whether to mask names as pseudonyms in any text. Input format should be a paragraph with names masked. It will then output whether to use a pseudonym because the EOIR courts would not allow such private/sensitive information to become public unmasked.
 
 ## Intended uses & limitations
 
-More information needed
+This is a minimal privacy standard and will likely not work on out-of-distribution data.
 
 ## Training and evaluation data
 
-More information needed
+We train on the EOIR Privacy dataset and evaluate further using sensitivity analyses.
 
 ## Training procedure