update

app.py

@@ -180,4 +180,4 @@ if __name__ == "__main__":
 
     st.markdown("---\n#### How this works")
 
-    st.markdown("This app uses ScitoricsBERT [(Sugimoto and Aizawa, 2022)](https://aclanthology.org/2022.sdp-1.7/), a functional sentence representation model, to retrieve sentences that are functionally similar to the input. It also extracts phrasal patterns that accord to the function, by leveraging the attention patterns within ScitoricsBERT.")
+    st.markdown("This app uses ScitoricsBERT [(Sugimoto and Aizawa, 2022)](https://aclanthology.org/2022.sdp-1.7/), a functional sentence representation model, to retrieve sentences that are functionally similar to the input. It also extracts phrasal patterns that accord to the function, by leveraging self-attention patterns within ScitoricsBERT.")