Update app.py

app.py

@@ -212,8 +212,7 @@ with demo:
     gr.Markdown("## Are you certain?")
     gr.Markdown(
         "#### LLMs are pretty good at reporting their uncertainty. We just need to ask the right way.")
-    gr.Markdown("Using our uncertainty metric informed by applying causal inference techniques in \
-        [our ICLR paper under review](https://openreview.net/pdf?id=25VgHaPz0l4), \
+    gr.Markdown("Using our underspecification metric informed by applying causal inference techniques,
         we are able to identify likely spurious correlations and exploit them in \
         the scenario of gender underspecified tasks. (Note that introspecting softmax probabilities alone is insufficient, as in the sentences \
         below, LLMs may report a softmax prob of ~0.9 despite the task being underspecified.)")