Update app.py

app.py

@@ -90,8 +90,10 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
     """
     # Superposed Decoding
     Start typing below to see suggestions.\n
-    Note: This demo only uses n=[2, 3, 4] n-grams as opposed to n=[2, 3, 4, 5, 6] in the paper.\n
-    In addition, There may be significant latency at times because a GPU must be re-aquired after every change.
+    Note: This demo only uses $n=\{2, 3, 4\}$ $n$-grams as opposed to $n=\{2, 3, 4, 5, 6}\$ in the paper. In addition, there may be significant latency at times because a GPU must be re-aquired after every change.
+    \n
+    Paper: [https://arxiv.org/abs/2405.18400](https://arxiv.org/abs/2405.18400)\n
+    Code: [https://github.com/RAIVNLab/SuperposedDecoding](https://github.com/RAIVNLab/SuperposedDecoding)
     """)
     slider = gr.Slider(minimum=1, maximum=10, step=1, label="Generation length", value=10)
     inp = gr.Textbox(placeholder="Type anything!", lines=3)