Update app.py

app.py

@@ -354,8 +354,7 @@ with demo:
     gr.Markdown("# Spurious Correlation Evaluation for Pre-trained LLMs")
     gr.Markdown("Find spurious correlations between seemingly independent variables (for example between `gender` and `time`) in almost any BERT-like LLM on Hugging Face, below.")
 
-    gr.Markdown("See why this happens in [our ICLR paper under review](https://openreview.net/pdf?id=25VgHaPz0l4).")    
-    gr.Markdown("Note: If there is an issue with the rendering of the results taking longer than expected (more than 10s of seconds), there may be an unexpected issue effecting the hosting. If so, please see this [backup colab notebook](https://colab.research.google.com/drive/1A3a9cy9fERaxkuoX8YNTFhLlhRt_cxMm?usp=sharing).")    
+    # gr.Markdown("Note: If there is an issue with the rendering of the results taking longer than expected (more than 10s of seconds), there may be an unexpected issue effecting the hosting. If so, please see this [backup colab notebook](https://colab.research.google.com/drive/1A3a9cy9fERaxkuoX8YNTFhLlhRt_cxMm?usp=sharing).")    
 
        
     gr.Markdown("## Instructions for this Demo")