added arxiv link

app.py

@@ -146,7 +146,7 @@ def setup_how_to():
                    "   to evaluate your model once it has been loaded\n"
                    "6. Once you have generated some evaluation images, head over to the '\U0001F4C1 Generated Images' tab to have a look at them\n"
                    "7. To check out your evaluations or all of the TBYB Community evaluations, head over to the '\U0001F4CA Model Comparison' tab\n"
-                   "8. For more information about the evaluation process, see our paper at --PAPER HYPERLINK-- or navigate to the "
+                   "8. For more information about the evaluation process, see our paper on [ArXiv](https://arxiv.org/abs/2312.13053) or navigate to the "
                    "   '\U0001F4F0 Additional Information' tab for a TL;DR.\n"
                    "9. For any questions or to report any bugs/issues. Please contact jordan.vice@uwa.edu.au.\n")
 
@@ -155,7 +155,7 @@ def setup_additional_information_tab(tab):
         st.header("1. Quantifying Bias in Text-to-Image (T2I) Generative Models")
         st.markdown(
             """
-            *Based on the article of the same name available here --PAPER HYPERLINK--
+            *Based on the pre-print of the same name available on [ArXiv](https://arxiv.org/abs/2312.13053).
             
             Authors: Jordan Vice, Naveed Akhtar, Richard Hartley and Ajmal Mian