Update README.md

README.md

@@ -37,9 +37,22 @@ configs:
     path: data/test-*
 ---
 
-# Multilingual Common Objects in Context (COCO) Dataset
+# Common Objects in Context (COCO) Dataset
 
 This dataset is a collection of english captions of [COCO](https://cocodataset.org/) dataset. 
 
 This splits in this dataset is set according to [Andrej Karpathy's split](https://www.kaggle.com/datasets/shtvkumar/karpathy-splits) from `dataset.coco.json` file. The collection was created specifically for simplicity of use in training and evaluation pipeline by non-commercial and research purposes. The COCO images dataset is licensed under a Creative Commons Attribution 4.0 License.
 
+# Reference 
+
+```
+@misc{lin2015microsoftcococommonobjects,
+      title={Microsoft COCO: Common Objects in Context}, 
+      author={Tsung-Yi Lin and Michael Maire and Serge Belongie and Lubomir Bourdev and Ross Girshick and James Hays and Pietro Perona and Deva Ramanan and C. Lawrence Zitnick and Piotr Dollár},
+      year={2015},
+      eprint={1405.0312},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/1405.0312}, 
+}
+```