add arxiv link

app.py

@@ -55,14 +55,14 @@ def render_examples(selected_mode):
                         t+="<< No provenance returned >>\n\n"
                     return t
 
-                rendered_examples += "### Query \n"+example["query"]+ "\n"+ \
-                "### Target Text"+ "\n" + "\n\n".join(example["target_text"])+ "\n"
+                rendered_examples += "#### Query \n"+example["query"]+ "\n"+ \
+                "#### Target Text"+ "\n" + "\n\n".join(example["target_text"])+ "\n"
 
                 if "target_provenance" in example:
-                    rendered_examples+="### Target Provenance"+ "\n"+ render_prov(example["target_provenance"])+ "\n"
+                    rendered_examples+="#### Target Provenance"+ "\n"+ render_prov(example["target_provenance"])+ "\n"
 
-                rendered_examples += "### Output Text"+ "\n"+ str(example["output_text"])+ "\n"+ \
-                "### Output Provenance"+ "\n"+ render_prov(example["output_provenance"])+ "\n"+ \
+                rendered_examples += "#### Output Text"+ "\n"+ str(example["output_text"])+ "\n"+ \
+                "#### Output Provenance"+ "\n"+ render_prov(example["output_provenance"])+ "\n"+ \
                 "\n----\n"
 
             all_rendered.append(rendered_examples)
@@ -71,8 +71,16 @@ def render_examples(selected_mode):
 with gr.Blocks() as interface:
     gr.Markdown(
         "# FiD-Light Output Explorer \n"+
-        "This is a random data output explorer for the FiD-Light model on six KILT tasks (static dev set results).\n\n"+
+        "This is a random data output explorer for the retrieval augmented generation model FiD-Light on six KILT tasks (showing static dev set results).\n\n"+
+        "*FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation  \nSebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani*  \n[https://arxiv.org/abs/2209.14290](https://arxiv.org/abs/2209.14290) \n\n" +
         "*Every time you click on a result split we load up a new set of 10 random examples from this split for all the tasks.*")
+    
+    #with gr.Accordion("Open for More!"):
+    #    gr.Markdown("Look at me...")
+    
+    #with gr.Accordion("Open for More!"):
+    #    gr.Markdown("Look at me...")
+
     selected = gr.Radio(modes, value=modes[0], label="Result Split",interactive=True)
     text_fields = []
     init_data = render_examples(selected.value)