diff --git a/README.md b/README.md
index 6fa1296..6ce4e57 100644
--- a/README.md
+++ b/README.md
@@ -2,12 +2,12 @@
 language: 
 - french
 thumbnail: 
+- zero-shot-classification
 tags: 
 - zero-shot-classification
 license: 
 datasets: 
 - xlni
--
 metrics: 
 - accuracy
 ---
@@ -43,7 +43,7 @@ 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