Update README.md

README.md

@@ -83,7 +83,7 @@ RAG.search(query="Comment effectuer une recherche avec ColBERT ?", k=10)
 ## Evaluation
 
 The model is evaluated on the smaller development set of mMARCO-fr, which consists of 6,980 queries for a corpus of 8.8M candidate passages. Below, we compared its 
-performance with other publicly available 🇫🇷 ColBERT models (as well as one single-vector representation model) fine-tuned on the same dataset. We report the recall 
+performance with other publicly available French ColBERT models (as well as one single-vector representation model) fine-tuned on the same dataset. We report the recall 
 at various cut-offs (R@k) and the mean reciprocal rank at cut-off 10 (MRR@10).
 
 | model                                                                                                      | #Param.(↓) |  Size | Dim. | Index | R@1000 | R@500 | R@100 | R@10 | MRR@10 |