Update app.py

app.py

@@ -54,7 +54,12 @@ default_text = """# Pancreatitis
 """
 
 title = "Adverse Drug Reaction Highlighting"
-description = "This app was made to accompany our recent paper. ADRs will be highlighted in purple, offending medications in green. Hover over a word to see the strength of each prediction on a 0-1 scale."
+description = """This app was made to accompany our recent paper. 
+ADRs will be highlighted in purple, offending medications in green. 
+Hover over a word to see the strength of each prediction on a 0-1 scale.
+Paper: https://www.medrxiv.org/content/10.1101/2021.12.11.21267504v2
+Code: https://github.com/AustinMOS/adr-nlp
+"""
 
 ner_model = pipeline(task = 'token-classification', model = "austin/adr-ner")
 iface = gr.Interface(_gradio_highlighting, 
@@ -67,6 +72,6 @@ iface = gr.Interface(_gradio_highlighting,
     gr.outputs.HTML(label="ADR Prediction"),
     title = title,
     description = description,
-    theme = "darkdefault"
+    theme = "huggingface"
 )
 iface.launch()