Update README.md

README.md

@@ -13,7 +13,7 @@ Dataset concatenating all QA datasets with context available in French and open-
 In addition, an augmented version of these datasets has been added (same context but different questions to create data in SQuADv2 format).  
 In total, there are 221,348 training data, **910** validation data and 6,376 test data (the first 3,188 rows correspond to SQuADv2 format, the remaining 3,188 to SQuADv2 format). 
 In practice, due to the restrictive license for the FQUAD 1.0 dataset, we can only share **179,886** rows of the 221,348 training data and not the test dataset.  
-Our methodology is described in a blog post available in [English](https://blog.vaniila.ai/en/Question_answering/) or [French](https://blog.vaniila.ai/QA/).
+Our methodology is described in a blog post available in [English](https://blog.vaniila.ai/en/QA_en/) or [French](https://blog.vaniila.ai/QA/).
 
 
 #  Usage