Update README.md

README.md

@@ -64,11 +64,11 @@ dataset = load_dataset("CATIE-AQ/frenchQA")
 dataset
 DatasetDict({
     train: Dataset({
-        features: ['context', 'question', 'answer', 'answer_start', 'dataset'],
+        features: ['id', 'title', 'context', 'question', 'answers'],
         num_rows: 200617
     })
     validation: Dataset({
-        features: ['context', 'question', 'answer', 'answer_start', 'dataset'],
+        features: ['id', 'title', 'context', 'question', 'answers'],
         num_rows: 910
     })
     test: Dataset({
@@ -94,25 +94,6 @@ DatasetDict({
 | pragnakalp/squad_v2_french_translated_v2| SQuAD 2.0    | 79 069 Q & A  | X  | X  |  Yes |
 
 
-## Columns
-```
-dataset_train = dataset['train'].to_pandas()
-dataset_train.head()
-
-   	context 	                                        question 	                                        answer 	                    answer_start 	dataset
-0 	Beyoncé Giselle Knowles-Carter (/ biːˈjɒnseɪ /... 	Quand Beyonce a-t-elle commencé à devenir popu... 	à la fin des années 1990 	269 	        pragnakalp/squad_v2_french_translated
-1 	Beyoncé Giselle Knowles-Carter (/ biːˈjɒnseɪ /... 	Quand Beyonce a-t-elle quitté Destiny's Child ... 	2003 	                    549 	        pragnakalp/squad_v2_french_translated
-2 	Beyoncé Giselle Knowles-Carter (/ biːˈjɒnseɪ /... 	Qui a dirigé le groupe Destiny's Child ? 	        Mathew Knowles 	            376 	        pragnakalp/squad_v2_french_translated
-3 	Beyoncé Giselle Knowles-Carter (/ biːˈjɒnseɪ /... 	Quand Beyoncé a-t-elle sorti Dangerously in Lo... 	2003 	                    549 	        pragnakalp/squad_v2_french_translated
-4 	Beyoncé Giselle Knowles-Carter (/ biːˈjɒnseɪ /... 	Combien de Grammy Awards Beyoncé a-t-elle gagn... 	cinq 	                    629 	        pragnakalp/squad_v2_french_translated
-```
-
-- the `context` column contains the context
-- the `question` column contains the question
-- the `answer` column contains the answer (has been replaced by `no_answer` for rows in SQuAD v2 format)
-- the `answer_start` column contains the start position of the answer in the context (has been replaced by `-1` for rows in SQuAD v2 format)
-- the `dataset` column identifies the row's original dataset (if you wish to apply filters to it, rows in SQuAD v2 format are indicated with the suffix `_v2` in the dataset name)
-
 ## Split
 - `train` corresponds to the concatenation of the training dataset from `pragnakalp/squad_v2_english_translated` + `lincoln/newsquadfr` + `PIAFv1.2` + the augmented version of each dataset in SQuADv2 format (no shuffle has been performed)
 - `validation` corresponds to the concatenation of the newsquadfr validation dataset + this same dataset expanded in SQuAD v2 format (= newsquadfr_v2) (no shuffle performed)