Update README.md

README.md

@@ -20,7 +20,7 @@ Developed to be language-agnostic, this model supports both French and English.
 influenced by its behavior in a monolingual context (English or French).
 
 ## Dataset
-The training dataset is composed of the [mMARCO dataset](https://huggingface.co/datasets/unicamp-dl/mmarco), consisting of query/positive/hard negative triplets.
+The training dataset is composed of the [mMARCO](https://huggingface.co/datasets/unicamp-dl/mmarco) dataset, consisting of query/positive/hard negative triplets.
 Additionally, we have included [SQuAD](https://huggingface.co/datasets/rajpurkar/squad) data from the "train" split, forming query/positive/hard negative triplets. In
 order to generate hard negative data for SQuAD, we considered contexts from the same theme as the query but from a different set of queries. Hence, the negative
 observations belong to the same themes as the queries but presumably do not contain the answer to the question.