Update app.py

app.py

@@ -54,11 +54,11 @@ default_text = """# Pancreatitis
 """
 
 title = "Adverse Drug Reaction Highlighting"
-description = """This app was made to accompany our recent paper.\n
-ADRs will be highlighted in purple, offending medications in green.\n
-Hover over a word to see the strength of each prediction on a 0-1 scale.\n
-Paper: https://www.medrxiv.org/content/10.1101/2021.12.11.21267504v2\n
-Code: https://github.com/AustinMOS/adr-nlp
+description = "Named Entity Recognition model to detect ADRs in discharge summaries"
+article = """This app was made to accompany our recent [paper](https://www.medrxiv.org/content/10.1101/2021.12.11.21267504v2).<br>
+ADRs will be highlighted in <p style="color:purple">purple</p>, offending medications in <p style="color:green">green</p>.<br>
+Hover over a word to see the strength of each prediction on a 0-1 scale.<br>
+Our code can be found at [github](https://github.com/AustinMOS/adr-nlp).
 """
 
 ner_model = pipeline(task = 'token-classification', model = "austin/adr-ner")
@@ -72,6 +72,7 @@ iface = gr.Interface(_gradio_highlighting,
     gr.outputs.HTML(label="ADR Prediction"),
     title = title,
     description = description,
+    article = article,
     theme = "huggingface"
 )
 iface.launch()