diff --git a/README.md b/README.md
index 6d6916f..a325435 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@ metrics:
 - accuracy
 ---
 
-# camembert-base-xlni
+# camembert-base-xnli
 
 ## Model description
 
@@ -46,7 +46,7 @@ classifier(sequence, candidate_labels, hypothesis_template=hypothesis_template)
 ```
 
 - As a premise/hypothesis checker : <br>
-The idea is here to compute a probability of the form \\\\( P(premise|hypothesis )\\\\)
+The idea is here to compute a probability of the form \\\\\\\\( P(premise|hypothesis )\\\\\\\\)
 
 ```python
 # load model and tokenizer