Update app.py

app.py

@@ -431,7 +431,7 @@ with gr.Blocks(title="SPLADE Demos") as demo:
                 # live=True # Setting live=True might be slow for complex models on every keystroke
             )
         
-        with gr.TabItem("Query-Document Dot Product Calculator"): # NEW TAB
+        with gr.TabItem("Compare Encoders"): # NEW TAB
             gr.Markdown("### Calculate Dot Product Similarity between Query and Document")
             gr.Markdown("Select **independent** SPLADE models to encode your query and document, then see their sparse representations and their similarity score.")
             
@@ -463,7 +463,7 @@ with gr.Blocks(title="SPLADE Demos") as demo:
                     gr.Textbox(
                         lines=5,
                         label="Enter Document Text:",
-                        placeholder="e.g., Padua is well-know as a gastronomic hub even within the Veneto Region."
+                        placeholder="e.g., Padua's cuisine is as famous as its legendary University."
                     )
                 ],
                 outputs=gr.Markdown(),