Update app.py

app.py

@@ -443,8 +443,18 @@ with gr.Blocks(title="Abinet Amharic Poetry Classifier", theme=gr.themes.Soft())
             output_plot = gr.Plot(label="Theme Probabilities", show_label=False)
     
     # Footer
-    gr.Markdown("---")
-    gr.Markdown("Built with 🧠 Transformer-Based Joint Thematic Classification")
+    gr.Markdown( """
+---
+<div style="text-align: center; font-size: 13px; color: #5d6d7e;">
+    <strong>Model:</strong> <a href="https://huggingface.co/abinet2018/Amharic-poetry-joint-theme-classifier" target="_blank">View on Hugging Face</a>
+    <br>
+    <strong>Citation:</strong> Desta, AB, et al. (2026).
+    <em>Transformer-Based Joint Thematic Classification for Amharic Poetry.</em>
+    Under Review.
+    <br>
+    📧 Contact: abinetbizuayehu1@gmail.com / Abinet.Bizuayehu@uog.edu.et | 🏫 University of Gondar, Ethiopia
+</div>
+""" )
 
     # Event handlers
     classify_btn.click(