Update app.py

app.py

@@ -148,7 +148,15 @@ def format_examples_for_text_area(examples):
 
 # 🖥️ Streamlit App
 def main():
-    st.title("🤖 Self-Taught Reasoner (STaR) Demonstration")
+    st.title("🤖 Self-Taught Reasoners (STaR)")
+    st.markdown('''
+    # 📄 Papers:
+        1. 🤫🌟 Quiet-STaR: Language Models Can Teach Themselves to Think 🤔 Before Speaking 🗣️
+            - 🔗 https://arxiv.org/abs/2403.09629 - 📄 https://arxiv.org/pdf/2403.09629
+        2. 🌟🤔 STaR: Self-Taught Reasoner - Bootstrapping Reasoning With Reasoning
+            - 🔗 https://arxiv.org/abs/2203.14465 - 📄 https://arxiv.org/pdf/2203.14465
+    ''')
+
 
     # 🧩 Initialize the Self-Taught Reasoner
     if 'star' not in st.session_state: