Update README.md

README.md

@@ -26,22 +26,27 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+task_categories:
+- text-classification
+language:
+- fr
 ---
 
 
 # Allocine_clean
 
-In the allocine dataset there are leaks and duplicated data:
+In the [allocine](https://huggingface.co/datasets/tblard/allocine) dataset there are leaks and duplicated data:
 - Leakage between train split and test split: 23
 - Leakage between validation split and test split: 15
 - Duplicated lines in the train split: 534
 - Duplicated lines in the validation split: 52
 - Duplicated lines in the test split: 72
 
-=> 0.6% of test data are biased.  
+In all, this means 0.6% of test data are biased.  
 
 
-This version is therefore a cleaned version of the allocine dataset, i.e. without leaks and duplicated data.
+So this version is a cleaned version of the allocine dataset, i.e. without leaks and duplicated data.
+It is likely that the resulting dataset is still imperfect, with annotation problems requiring further proofreading/correction.
 
 ```
 DatasetDict({