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+Citation
+========
+
+If you find this code useful, consider citing our `nocaps` paper:
+
+```bibtex
+@inproceedings{nocaps2019,
+  author    = {Harsh Agrawal* and Karan Desai* and Yufei Wang and Xinlei Chen and Rishabh Jain and
+             Mark Johnson and Dhruv Batra and Devi Parikh and Stefan Lee and Peter Anderson},
+  title     = {{nocaps}: {n}ovel {o}bject {c}aptioning {a}t {s}cale},
+  booktitle = {International Conference on Computer Vision (ICCV)},
+  year      = {2019}
+}
+```
+
+As well as the paper that proposed this model: 
+
+```bibtex
+@inproceedings{Anderson2017up-down,
+  author    = {Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson
+               and Stephen Gould and Lei Zhang},
+  title     = {Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering},
+  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
+  year      = {2018}
+}
+```
+
+
+If you evaluate your models on our `nocaps` benchmark, please consider citing
+[EvalAI](https://evalai.cloudcv.org) — the platform which hosts our evaluation server:
+
+```bibtex
+@inproceedings{evalai,
+    title   =  {EvalAI: Towards Better Evaluation Systems for AI Agents},
+    author  =  {Deshraj Yadav and Rishabh Jain and Harsh Agrawal and Prithvijit
+                Chattopadhyay and Taranjeet Singh and Akash Jain and Shiv Baran
+                Singh and Stefan Lee and Dhruv Batra},
+    booktitle = {Workshop on AI Systems at SOSP 2019}
+    year    =  {2019},
+}
+```