Update README.md

README.md

@@ -30,7 +30,49 @@ dataset_info:
     num_examples: 100
   download_size: 785547
   dataset_size: 1655090
+license: apache-2.0
+task_categories:
+- question-answering
+- feature-extraction
+- sentence-similarity
+language:
+- fr
+size_categories:
+- n<1K
 ---
-# Dataset Card for "fquad2_test"
+# Dataset Card for "Fquad2_test"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+This dataset is released as part of FrenchBench, a benchmarking initiative for French Language Model evaluation.
+
+It can be used for extractive QA, binary classifcation or infiormation retrieving evaluation !
+
+# Cite
+
+```bibtex
+@misc{faysse2024croissantllm,
+      title={CroissantLLM: A Truly Bilingual French-English Language Model}, 
+      author={Manuel Faysse and Patrick Fernandes and Nuno M. Guerreiro and António Loison and Duarte M. Alves and Caio Corro and Nicolas Boizard and João Alves and Ricardo Rei and Pedro H. Martins and Antoni Bigata Casademunt and François Yvon and André F. T. Martins and Gautier Viaud and Céline Hudelot and Pierre Colombo},
+      year={2024},
+      eprint={2402.00786},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+@misc{heinrich2021fquad20,
+      title={FQuAD2.0: French Question Answering and knowing that you know nothing}, 
+      author={Quentin Heinrich and Gautier Viaud and Wacim Belblidia},
+      year={2021},
+      eprint={2109.13209},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+@misc{dhoffschmidt2020fquad,
+      title={FQuAD: French Question Answering Dataset}, 
+      author={Martin d'Hoffschmidt and Wacim Belblidia and Tom Brendlé and Quentin Heinrich and Maxime Vidal},
+      year={2020},
+      eprint={2002.06071},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```