Update README.md

README.md

@@ -10,14 +10,15 @@ size_categories:
 configs:
 - config_name: documents
   data_files:
-    - split: test
-      path: documents.json
+  - split: test
+    path: documents.json
 - config_name: queries
   data_files:
-    - split: test
-      path: queries-test.json
-    - split: train
-      path: queries-train.json
+  - split: test
+    path: queries-test.json
+  - split: train
+    path: queries-train.json
+license: apache-2.0
 ---
 
 This is a re-edit from the Alloprof dataset (which can be found here : https://huggingface.co/datasets/antoinelb7/alloprof).
@@ -40,3 +41,25 @@ For example, to get the queries use :
 from datasets import load_dataset
 dataset = load_dataset("lyon-nlp/alloprof", "queries")
 ```
+
+### Citation
+If you use this dataset in your work, please consider citing:
+```
+@misc{ciancone2024extending,
+      title={Extending the Massive Text Embedding Benchmark to French}, 
+      author={Mathieu Ciancone and Imene Kerboua and Marion Schaeffer and Wissam Siblini},
+      year={2024},
+      eprint={2405.20468},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+@misc{lefebvrebrossard2023alloprof,
+      title={Alloprof: a new French question-answer education dataset and its use in an information retrieval case study}, 
+      author={Antoine Lefebvre-Brossard and Stephane Gazaille and Michel C. Desmarais},
+      year={2023},
+      eprint={2302.07738},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```