Update app.py

app.py

@@ -584,18 +584,15 @@ with gr.Blocks(title="SPLADE Demos", css=css) as demo:
                 allow_flagging="never"
             )
     
-    # --- ADDED CITATION HERE ---
+    # --- MODIFIED CITATION BLOCK ---
     gr.Markdown(
         """
         ---
         ### References
 
-        This demo utilizes **SPLADE-v3** models. For more details, please refer to the original paper:
+        1.  Lassance, C., Déjean, H., Formal, T., & Clinchant, S. (2024). **SPLADE-v3: New baselines for SPLADE**. *arXiv preprint arXiv:2403.06789*. Available at: [https://arxiv.org/abs/2403.06789](https://arxiv.org/abs/2403.06789)
 
-        * **SPLADE-v3: New baselines for SPLADE**
-            * Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant
-            * arXiv preprint: [2403.06789](https://arxiv.org/abs/2403.06789) (2024)
-            * Licensed under Creative Commons Attribution Non Commercial Share Alike 4.0 International.
+        2.  (Placeholder for your second reference) Example Author, B. (Year). **Title of Second Paper**. *Journal/Conference Name, Volume*(Issue), Pages. Available at: [https://example.com/second_paper](https://example.com/second_paper)
         """
     )