Update README.md

README.md

@@ -84,6 +84,7 @@ An example:
 ### stsb_multi_mt
 **Original**: https://huggingface.co/datasets/stsb_multi_mt  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -152,6 +153,7 @@ An example:
 ### paws-x
 **Original**: https://huggingface.co/datasets/paws-x  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -222,6 +224,7 @@ An example:
 ### paws-x
 **Original**: https://huggingface.co/datasets/paws-x  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -249,7 +252,7 @@ The `paws-x_fr_prompt_paraphrase_generation` dataset has the same license as the
 This task consists of indicating whether a hypothesis applied to a sentence is true, false or unsure.
 In our case, the target/output is "vrai", "faux" or "incertain".
 
-  ## 22 prompts
+## 22 prompts
 
 <code>
 """Prendre l'énoncé suivant comme vrai : "  """+premise+"""  "\n Alors l'énoncé suivant : "  """+hypothesis+"""  " est "vrai", "faux", ou "incertain" ?""",<br> 
@@ -285,6 +288,7 @@ An example:
 ### xnli
 **Original**: https://huggingface.co/datasets/xnli  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -316,6 +320,7 @@ The `xnli_fr_prompt_textual_entailment` dataset has the same license as the orig
 ### MoritzLaurer/multilingual-NLI-26lang-2mil7
 **Original**: https://huggingface.co/datasets/MoritzLaurer/multilingual-NLI-26lang-2mil7  
 Note: only the French portion of this multilingual dataset is kept for our use. These are the `fr_anli`, `fr_fever`, `fr_ling`, `fr_mnli` and `fr_wanli` splits.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -393,6 +398,7 @@ An example:
 ### GEM/BiSECT
 **Original**: https://huggingface.co/datasets/GEM/BiSECT  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -461,11 +467,12 @@ An example:
 ### GEM/BiSECT
 **Original**: https://huggingface.co/datasets/GEM/BiSECT  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -476,7 +483,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `bisect_fr_prompt_textual_fusion` dataset has the same license as the original dataset from which it is derived.
@@ -542,11 +549,12 @@ The `https://huggingface.co/datasets/CATIE-AQ/xwinograd_fr_prompt_coreference` d
 ### demelin/wino_x
  **Original**: https://huggingface.co/datasets/demelin/wino_x 
 Note: only the French portion of this multilingual dataset is kept for our use.
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
 
-  #### Citation
+#### Citation
 > @inproceedings{Emelin2021WinoXMW, title={Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution}, author={Denis Emelin and Rico Sennrich}, booktitle={EMNLP}, year={2021} }
 #### License
 MIT
@@ -557,7 +565,7 @@ MIT
 <details>
 <summary>Citation and License</summary>
 
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/wino_x_fr_prompt_coreference` dataset has the same license as the original dataset from which it is derived.
@@ -612,7 +620,8 @@ An example:
 
 ## Datasets
 ### Abirate/french_book_reviews
- **Original**: https://huggingface.co/datasets/Abirate/french_book_reviews
+**Original**: https://huggingface.co/datasets/Abirate/french_book_reviews
+The dataset is in native French.
 
  <details>
 <summary>Citation and License</summary>
@@ -634,7 +643,7 @@ CC0: Public Domain
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_sentiment_analysis` dataset has the same license as the original dataset from which it is derived.
@@ -642,11 +651,12 @@ The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_sent
 
 ### allocine
  **Original**: https://huggingface.co/datasets/allocine
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 > Théophile Blard, French sentiment analysis with BERT, (2020), GitHub repository, https://github.com/TheophileBlard/french-sentiment-analysis-with-bert
 #### License
 MIT
@@ -657,20 +667,21 @@ MIT
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/allocine_fr_prompt_sentiment_analysis` dataset has the same license as the original dataset from which it is derived.
 </details>
 
 ### amazon_reviews_multi
- **Original**: https://huggingface.co/datasets/amazon_reviews_multi
+**Original**: https://huggingface.co/datasets/amazon_reviews_multi
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 > @inproceedings{marc_reviews,  
     title={The Multilingual Amazon Reviews Corpus},  
     author={Keung, Phillip and Lu, Yichao and Szarvas, György and Smith, Noah A.},  
@@ -685,13 +696,16 @@ https://docs.opendata.aws/amazon-reviews-ml/license.txt
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/amazon_reviews_multi_fr_prompt_sentiment_analysis` dataset has the same license as the original dataset from which it is derived.
 </details>
 </details>
 
+
+
+
 <details>
 <summary><h1>Question Answering</h1></summary>
  
@@ -747,7 +761,6 @@ Note that here we handle cases where the answer is indeed in the text provided,
 'Lisez le passage suivant et répondez à la question qui suit : \n "'+context+'"\n "'+question+'"\n Si vous ne trouvez pas la réponse, répondre "sans réponse".',
 </code>
 
-
 An example:
 | inputs    | targets |
 | -------- | ------- |
@@ -755,7 +768,9 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
- **Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
+
 <details>
 <summary>Citation and License</summary>
   
@@ -773,11 +788,14 @@ apache-2.0
 #### Citation
 See the DOI at the end of this dataset card.
 #### License
-The `squad_v2_french_translated_fr_prompt_qa` dataset has the same license as the original dataset from which it is derived.
+The `squad_v2_french_translated_fr_prompt_qa` dataset has the same license as the original dataset from which it is derived.  
+
 </details>
 
 ### fquad
- **Original**: https://huggingface.co/datasets/fquad
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
+ 
 <details>
 <summary>Citation and License</summary>
 
@@ -810,7 +828,8 @@ The `fquad_fr_prompt_qa` dataset has the same license as the original dataset fr
 </details>
 
 ### etalab-ia/piaf
-**Original**: https://huggingface.co/datasets/etalab-ia/piaf
+**Original**: https://huggingface.co/datasets/etalab-ia/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -843,7 +862,8 @@ The `piaf_fr_prompt_qa` dataset has the same license as the original dataset fro
 </details>
 
 ### lincoln/newsquadfr
-**Original**: https://huggingface.co/datasets/lincoln/newsquadfr
+**Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -910,7 +930,8 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -933,7 +954,8 @@ The `squad_v2_french_translated_fr_prompt_context_generation_with_answer_and_que
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad 
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -956,7 +978,8 @@ The `fquad_fr_prompt_context_generation_with_answer_and_question` dataset has th
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -979,7 +1002,8 @@ The `piaf_fr_prompt_context_generation_with_answer_and_question` dataset has the
 </details>
 
 ### lincoln/newsquadfr
-**Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+**Original**: https://huggingface.co/datasets/lincoln/newsquadfr   
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1009,7 +1033,6 @@ The `newsquadfr_fr_prompt_context_generation_with_answer_and_question` dataset h
 
 Text generation task where we use the answer and the context in a QA dataset to generate a question.
 
-
 ## 21 prompts
 
 <code>
@@ -1043,7 +1066,8 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -1066,7 +1090,8 @@ The `squad_v2_french_translated_fr_prompt_question_generation_with_answer_and_co
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1089,7 +1114,8 @@ The `fquad_fr_prompt_question_generation_with_answer_and_context` dataset has th
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1112,7 +1138,8 @@ The `piaf_fr_prompt_question_generation_with_answer_and_context` dataset has the
 </details>
 
 ### lincoln/newsquadfr
-**Original**: https://huggingface.co/datasets/lincoln/newsquadfr
+**Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1175,7 +1202,8 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -1198,7 +1226,8 @@ The `squad_v2_french_translated_fr_prompt_question_generation_with_answer` datas
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad 
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1221,7 +1250,8 @@ The `fquad_fr_prompt_question_generation_with_answer` dataset has the same licen
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1245,6 +1275,7 @@ The `piaf_fr_prompt_question_generation_with_answer` dataset has the same licens
 
 ### lincoln/newsquadfr
 **Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1310,7 +1341,8 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -1333,7 +1365,8 @@ The `squad_v2_french_translated_fr_prompt_question_generation_with_context` data
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad 
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1356,7 +1389,8 @@ The `fquad_fr_prompt_question_generation_with_context` dataset has the same lice
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1380,6 +1414,7 @@ The `piaf_fr_prompt_question_generation_with_context` dataset has the same licen
 
 ### lincoln/newsquadfr
 **Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1446,7 +1481,8 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
@@ -1469,7 +1505,8 @@ The `squad_v2_french_translated_fr_prompt_context_generation_with_question` data
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad 
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1492,7 +1529,8 @@ The `fquad_fr_prompt_context_generation_with_question` dataset has the same lice
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1516,6 +1554,7 @@ The `piaf_fr_prompt_context_generation_with_question` dataset has the same licen
 
 ### lincoln/newsquadfr
 **Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1583,12 +1622,13 @@ An example:
 
 ## Datasets
 ### pragnakalp/squad_v2_french_translated
-**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated 
+**Original**: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated  
+The French split was obtained via an automatic translation of the English split.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -1606,12 +1646,13 @@ The `squad_v2_french_translated_fr_prompt_context_generation_with_answer` datase
 </details>
 
 ### fquad
-**Original**: https://huggingface.co/datasets/fquad 
+**Original**: https://huggingface.co/datasets/fquad  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -1622,19 +1663,20 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `fquad_fr_prompt_context_generation_with_answer` dataset has the same license as the original dataset from which it is derived.
 </details>
 
 ### etalab/piaf
-**Original**: https://huggingface.co/datasets/etalab/piaf
+**Original**: https://huggingface.co/datasets/etalab/piaf  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -1653,11 +1695,12 @@ The `piaf_fr_prompt_context_generation_with_answer` dataset has the same license
 
 ### lincoln/newsquadfr
 **Original**: https://huggingface.co/datasets/lincoln/newsquadfr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -1668,7 +1711,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `newsquadfr_fr_prompt_context_generation_with_answer` dataset has the same license as the original dataset from which it is derived.
@@ -1721,7 +1764,8 @@ An example:
 ## Datasets
 ### orange_sum  
 Note: we use the split `abstract`.    
-**Original**: https://huggingface.co/datasets/orange_sum 
+**Original**: https://huggingface.co/datasets/orange_sum  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1741,7 +1785,7 @@ CC-BY-SA-4.0
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `orange_sum_fr_prompt_summary` dataset has the same license as the original dataset from which it is derived.
@@ -1789,7 +1833,8 @@ An example:
 ## Datasets
 ### orange_sum 
 Note: we use the split `abstract`.  
-**Original**: https://huggingface.co/datasets/orange_sum 
+**Original**: https://huggingface.co/datasets/orange_sum   
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1850,12 +1895,13 @@ An example:
 ## Datasets
 ### orange_sum 
 Note: we use the split `title`.  
-**Original**: https://huggingface.co/datasets/orange_sum 
+**Original**: https://huggingface.co/datasets/orange_sum  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -1866,7 +1912,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `orange_sum_fr_prompt_title_generation` dataset has the same license as the original dataset from which it is derived.
@@ -1917,7 +1963,8 @@ An example:
 ## Datasets
 ### orange_sum 
 Note: we use the split `abstract`.  
-**Original**: https://huggingface.co/datasets/orange_sum 
+**Original**: https://huggingface.co/datasets/orange_sum  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -1946,6 +1993,7 @@ The `orange_sum_fr_prompt_fill_mask` dataset has the same license as the origina
 <summary><h1>Binary text generation from a title</h1></summary>
 
 The aim is to generate a text positive ou negative depending on the prompt selected by the user.
+
 ## 36 prompts
 
 <code>
@@ -2032,7 +2080,8 @@ An example:
 
 ## Datasets
 ### Abirate/french_book_reviews
-**Original**: https://huggingface.co/datasets/Abirate/french_book_reviews
+**Original**: https://huggingface.co/datasets/Abirate/french_book_reviews  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -2048,7 +2097,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_text_generation_from_title_base_sentiment_analysis` dataset has the same license as the original dataset from which it is derived.
@@ -2057,11 +2106,12 @@ The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_text
 ### amazon_reviews_multi
 **Original**: https://huggingface.co/datasets/amazon_reviews_multi  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2072,7 +2122,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/amazon_reviews_multi_fr_prompt_text_generation_from_title_base_sentiment_analysis` dataset has the same license as the original dataset from which it is derived.
@@ -2134,12 +2184,13 @@ An example:
 
 ## Datasets
 ### amazon_reviews_multi
- **Original**: https://huggingface.co/datasets/amazon_reviews_multi
+**Original**: https://huggingface.co/datasets/amazon_reviews_multi  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2150,7 +2201,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/amazon_reviews_multi_fr_prompt_text_generation_from_title_base_topic_classification` dataset has the same license as the original dataset from which it is derived.
@@ -2205,13 +2256,13 @@ An example:
 ## Datasets
 ### orange_sum 
 Note: we use the split `abstract`.  
-**Original**: https://huggingface.co/datasets/orange_sum 
-
+**Original**: https://huggingface.co/datasets/orange_sum  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2222,7 +2273,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `orange_sum_fr_prompt_text_generation_from_title` dataset has the same license as the original dataset from which it is derived.
@@ -2235,6 +2286,7 @@ The `orange_sum_fr_prompt_text_generation_from_title` dataset has the same licen
 <summary><h1>Title generation (from reviews)</h1></summary>
 
 The aim is to generate a title for a given text which is a review.
+
 ## 18 prompts
 
 <code>
@@ -2267,12 +2319,12 @@ An example:
 ### amazon_reviews_multi
  **Original**: https://huggingface.co/datasets/amazon_reviews_multi  
 Note: only the French portion of this multilingual dataset is kept for our use.
-
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2331,11 +2383,12 @@ An example:
 ### amazon_reviews_multi
  **Original**: https://huggingface.co/datasets/amazon_reviews_multi  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2346,7 +2399,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/amazon_reviews_multi_fr_prompt_classes_classification` dataset has the same license as the original dataset from which it is derived.
@@ -2393,12 +2446,13 @@ An example:
 
 ## Datasets
 ### Abirate/french_book_reviews
-**Original**: https://huggingface.co/datasets/Abirate/french_book_reviews
+**Original**: https://huggingface.co/datasets/Abirate/french_book_reviews  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2409,7 +2463,7 @@ Identical to the first citation of this dataset earlier in the card.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_stars_classification` dataset has the same license as the original dataset from which it is derived.
@@ -2418,11 +2472,12 @@ The `https://huggingface.co/datasets/CATIE-AQ/french_book_reviews_fr_prompt_star
 ### amazon_reviews_multi
 **Original**: https://huggingface.co/datasets/amazon_reviews_multi  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 Identical to the first citation of this dataset earlier in the card.
 #### License
 Identical to the first citation of this dataset earlier in the card.
@@ -2446,6 +2501,7 @@ The `https://huggingface.co/datasets/CATIE-AQ/amazon_reviews_multi_fr_prompt_sta
 <summary><h1>Intent classfication</h1></summary>
 
 Task consisting in assigning an intent to a text.
+
 ## 30 prompts
 
 <code>
@@ -2510,7 +2566,7 @@ Apache 2.0
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/amazon_massive_intent_fr_prompt_intent_classification` dataset has the same license as the original dataset from which it is derived.
@@ -2523,7 +2579,7 @@ Note: only the French portion of this multilingual dataset is kept for our use.
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 > @misc{li2021mtop,  
       title={MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark},   
       author={Haoran Li and Abhinav Arora and Shuohui Chen and Anchit Gupta and Sonal Gupta and Yashar Mehdad},  
@@ -2591,11 +2647,12 @@ An example:
 ### tner/wikiann
 **Original**: https://huggingface.co/datasets/tner/wikiann  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.  
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 > @inproceedings{pan-etal-2017-cross,  
     title = "Cross-lingual Name Tagging and Linking for 282 Languages",  
     author = "Pan, Xiaoman  and Zhang, Boliang  and May, Jonathan  and Nothman, Joel  and Knight, Kevin  and Ji, Heng",  
@@ -2607,6 +2664,7 @@ Note: only the French portion of this multilingual dataset is kept for our use.
     url = "https://aclanthology.org/P17-1178",  
     doi = "10.18653/v1/P17-1178",  
     pages = "1946--1958",}
+ 
 #### License
 Unknow
 </details>
@@ -2616,15 +2674,16 @@ Unknow
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/wikiann_fr_prompt_ner` dataset has the same license as the original dataset from which it is derived.
 </details>
 
-### tner/wikiann
+### tner/wikineural
 **Original**: https://huggingface.co/datasets/tner/wikineural  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.  
 
 <details>
 <summary>Citation and License</summary>
@@ -2650,7 +2709,7 @@ Unknow
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/wikineural_fr_prompt_ner` dataset has the same license as the original dataset from which it is derived.
@@ -2659,6 +2718,7 @@ The `https://huggingface.co/datasets/CATIE-AQ/wikineural_fr_prompt_ner` dataset
 ### tner/multinerd
 **Original**: https://huggingface.co/datasets/tner/multinerd  
 Note: only the French portion of this multilingual dataset is kept for our use.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -2685,19 +2745,20 @@ Unknow
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/multinerd_fr_prompt_ner` dataset has the same license as the original dataset from which it is derived.
 </details>
 
 ### Jean-Baptiste/wikiner_fr
-**Original**: https://huggingface.co/datasets/Jean-Baptiste/wikiner_fr
+**Original**: https://huggingface.co/datasets/Jean-Baptiste/wikiner_fr  
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 > @article{NOTHMAN2013151,  
 title = {Learning multilingual named entity recognition from Wikipedia},  
 journal = {Artificial Intelligence},  
@@ -2719,7 +2780,7 @@ Unknow
 <details>
 <summary>Citation and License</summary>
   
-  #### Citation
+#### Citation
 See the DOI at the end of this dataset card.
 #### License
 The `https://huggingface.co/datasets/CATIE-AQ/wikiner_fr_prompt_ner` dataset has the same license as the original dataset from which it is derived.
@@ -2768,6 +2829,7 @@ An example:
 ### universal_dependencies
 **Original**: https://huggingface.co/datasets/universal_dependencies  
 Note: only the French portion of this multilingual dataset is kept for our use. These are the `fr_fqb`, `fr_gsd`, `fr_partut`, `fr_pud`, `fr_sequoia` and `fr_spoken` splits.
+The dataset is in native French.
 
 <details>
 <summary>Citation and License</summary>
@@ -2810,5 +2872,7 @@ The `universal_dependencies_fr_fqb_fr_prompt_pos`, `universal_dependencies_fr_gs
 </details>
 </details>
 
+
+
 # Citation
 Add DOI