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@@ -11,7 +11,19 @@
     "Preprint Paper: https://arxiv.org/abs/2605.22018  \n",
     "Github Repo: https://github.com/AVR3-Training-Centre/python-FRED  \n",
     "Dataset Page: https://huggingface.co/datasets/CMalone-Jupiter/FRED  \n",
-    "Research Group: https://avr3.org.au/ "
+    "Research Group: https://avr3.org.au/ \n",
+    "\n",
+    "## Cite\n",
+    "If you use this dataset or development kit in your work, you can cite our preprint article using:  \n",
+    "```\n",
+    "@article{malone2026fred,\n",
+    "      title={FRED: A Multi-Modal Autonomous Driving Dataset for Flooded Road Environments}, \n",
+    "      author={Connor Malone and Sebastien Demmel and Sebastien Glaser},\n",
+    "      year={2026},\n",
+    "      journal={Arxiv},\n",
+    "      url={https://arxiv.org/abs/2605.22018},\n",
+    "}\n",
+    "```"
    ]
   },
   {