Update README.md

README.md

@@ -11,13 +11,38 @@ dataset_info:
     dtype: string
   splits:
   - name: test
-    num_bytes: 37496998.0
+    num_bytes: 37496998
     num_examples: 280
   download_size: 23113603
-  dataset_size: 37496998.0
+  dataset_size: 37496998
 configs:
 - config_name: default
   data_files:
   - split: test
     path: data/test-*
+task_categories:
+- image-feature-extraction
+language:
+- fr
+license: mit
 ---
+
+## Description
+
+[vidore/tabfquad_test_subsampled](https://huggingface.co/datasets/vidore/tabfquad_test_subsampled) dataset that we processed.  
+Although useless, we have created an empty `answer` column to facilitate the concatenation of this dataset with VQA datasets where only the `quesion` and `image` columns would be used to train a Colpali-type model or one of its derivatives.
+
+
+## Citation
+
+```
+@misc{faysse2024colpaliefficientdocumentretrieval,
+      title={ColPali: Efficient Document Retrieval with Vision Language Models}, 
+      author={Manuel Faysse and Hugues Sibille and Tony Wu and Bilel Omrani and Gautier Viaud and Céline Hudelot and Pierre Colombo},
+      year={2024},
+      eprint={2407.01449},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2407.01449}, 
+}
+```