fix exemples

README.md

@@ -60,7 +60,7 @@ paperswithcode_id: null
 newsquadfr is a small dataset created for Question Answering task. Contexts are paragraphs of articles extracted from nine online french newspaper during year 2020/2021. newsquadfr stands for Newspaper question answering dataset in french. inspired by Piaf and Squad dataset. 2 520 triplets context - question - answer.
 
 ```py
-from dataset import load_dataset
+from datasets import load_dataset
 
 ds_name = 'lincoln/newsquadfr'
 
@@ -68,14 +68,11 @@ ds_name = 'lincoln/newsquadfr'
 ds_newsquad = load_dataset(ds_name)
 
 # exemple 2
-ds_newsquad = load_dataset(ds_name, split="test+valid")
-
-# exemple 3
 data_files = {'train': 'train.json', 'test': 'test.json', 'valid': 'valid.json'}
 ds_newsquad = load_dataset(ds_name, data_files=data_files)
 
 # exemple 3
-ds_newsquad = load_dataset(ds_name, data_files=data_files, split="train")
+ds_newsquad = load_dataset(ds_name, data_files=data_files, split="valid+test")
 ```
 
 (train set)