Update app.py

app.py

@@ -106,10 +106,6 @@ with st.sidebar:
             index=2,
             help="Display categories until reaching this cumulative confidence"
         )
-    
-    st.markdown(f"""
-    This tool predicts the academic category of research papers using AI.
-    """)
 
 st.title("📄 Academic Paper Classifier")
 
@@ -166,7 +162,7 @@ if submitted:
 with st.sidebar:
     st.header("About")
     st.markdown(f"""
-    This tool predicts the arxiv of research papers by their title and abstarct via fine-tuned BERT.
+    This tool predicts the arxiv tag of research papers by their title and abstarct via fine-tuned BERT.
     - Enter title and abstract
     - Enjoy the magnificent classification results
     """)