Update README.md

README.md

@@ -26,7 +26,7 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-The model is trined to perform a sequence classification task over phrase-level adjective-noun inferences (e.g., "A red car is a vehicle").
+The model is trained to perform a sequence classification task over phrase-level adjective-noun inferences (e.g., "A red car is a vehicle").
 
 ## Intended uses & limitations
 
@@ -34,7 +34,7 @@ More information needed
 
 ## Training and evaluation data
 
-The data used for training and testing, as well as the other splits used for the experiments, are available on the paper's git page [here](https://github.com/lorenzoscottb/PLANE)
+The data used for training and testing, as well as the other splits used for the experiments, are available on the paper's git page [here](https://github.com/lorenzoscottb/PLANE). The reported accuracy reference to out-of-distribution evaluation. that is, the model was tested to perform text classification as presented but on unknown adjectives and nouns. 
 
 ## Training procedure