Update README.md

README.md

@@ -40,7 +40,7 @@ Here we provide several ways to use HHEM-2.1-Open in the `transformers` library.
 
 ### Using with `AutoModel` 
 
-This is the most end-to-end and out-of-the-box way to use HHEM-2.1-Open. It takes a list of pairs of (premise, hypothesis) as the input and returns a score between 0 and 1 for each parir where 0 means that the hypothesis is not evidenced at all by the premise and 1 means the hypothesis is fully supported by the premise.
+This is the most end-to-end and out-of-the-box way to use HHEM-2.1-Open. It takes a list of pairs of (premise, hypothesis) as the input and returns a score between 0 and 1 for each pair where 0 means that the hypothesis is not evidenced at all by the premise and 1 means the hypothesis is fully supported by the premise.
 
 
 ```python