Update README.md

README.md

@@ -13,5 +13,7 @@ license: bsd-3-clause
 # PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models
 
 This application presents the results of several models that we have
-evaluated on verbal reasoning challenge. The overall results are below.
-Use the tabs above to explore the results in more detail.
+evaluated on a verbal reasoning challenge 
+([Papers](https://huggingface.co/papers/2502.01584), 
+[ArXiv](https://arxiv.org/abs/2502.01584)).
+The overall results are below. Use the tabs above to explore the results in more detail.