Update app.py

app.py

@@ -846,7 +846,7 @@ def create_interface():
         gr.HTML("""
         <details style="margin: 20px 0; padding: 10px; background-color: #f8f9fa; border-radius: 8px; border: 1px solid #ddd;">
             <summary style="cursor: pointer; font-weight: bold; padding: 5px; color: #1976d2;">
-                ℹ️ Entity Type Definitions (Click to expand)
+                ℹ️ Entity Type Definitions
             </summary>
             <div style="margin-top: 10px; padding: 10px;">
                 <dl style="margin: 0; font-size: 14px;">
@@ -935,16 +935,16 @@ def create_interface():
         gr.Examples(
             examples=[
                 [
-                    "John Smith works at Google in New York. He graduated from Stanford University in 2015 and specialises in artificial intelligence research. His wife Sarah is a doctor at Mount Sinai Hospital.",
-                    ["PER", "ORG", "LOC", "DATE"],
-                    "relationships, occupations, educational background",
+                    "On June 6, 1944, Allied forces launched Operation Overlord, the invasion of Normandy. General Dwight D. Eisenhower commanded the operation, while Field Marshal Bernard Montgomery led ground forces. The BBC broadcast coded messages to the French Resistance, including the famous line 'The long sobs of autumn violins.'",
+                    ["PER", "ORG", "LOC", "DATE", "EVENT"],
+                    "military operations, military ranks, historical battles",
                     0.3,
                     "entities_spacy_en_core_web_trf"
                 ],
                 [
-                    "Dr. Emily Watson published a research paper on machine learning algorithms at MIT. She collaborates with her colleague Prof. David Chen on natural language processing projects.",
-                    ["PER", "ORG", "Work of Art"],
-                    "academic titles, research topics, collaborations",
+                    "In Jane Austen's 'Pride and Prejudice', Elizabeth Bennet first meets Mr. Darcy at the Meryton assembly. The novel, published in 1813, explores themes of marriage and social class in Regency England. Austen wrote to her sister Cassandra about the manuscript while staying at Chawton Cottage.",
+                    ["PER", "LOC", "DATE", "Work of Art"],
+                    "literary themes, relationships, literary periods",
                     0.3,
                     "entities_gliner_knowledgator/modern-gliner-bi-large-v1.0"
                 ]
@@ -987,6 +987,16 @@ def create_interface():
                 </li>
             </ul>
         </div>
+        
+        <br>
+        
+        <div style="text-align: center; margin-top: 20px; padding: 15px; font-size: 14px; color: #666;">
+            This NER Explorer Tool was created as an output of the 
+            <a href="https://digitalscholarship.web.ox.ac.uk/" target="_blank" style="color: #1976d2;">
+                Digital Scholarship at Oxford (DiSc)
+            </a> 
+            funded research project: 'Extracting Keywords from Crowdsourced Collections'
+        </div>
         """)
 
     return demo