fix: text bibtext to latex code block

app.py

@@ -156,7 +156,6 @@ def init_leaderboard(dataframe):
     
     # Update datatypes
     datatypes = [getattr(auto_eval_column_attrs, field).type for field in AutoEvalColumn.model_fields]
-    datatypes.extend(["str", "str", "str"])  # For helper columns
     
     return Leaderboard(
         value=dataframe,
@@ -268,13 +267,13 @@ with demo:
             )
 
     with gr.Row():
-        with gr.Accordion("📙 Citation", open=False):
-            citation_button = gr.Textbox(
+        with gr.Accordion("📙 Citation", open=True):
+            citation_button = gr.Code(
                 value=CITATION_BUTTON_TEXT,
                 label=CITATION_BUTTON_LABEL,
-                lines=20,
+                lines=6,
                 elem_id="citation-button",
-                show_copy_button=True,
+                language="latex",
             )
 
 # Only schedule space restarts if not in local mode

src/about.py

@@ -96,11 +96,9 @@ If your library shows as "FAILED" in the assessment queue, check that:
 """
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
-CITATION_BUTTON_TEXT = r"""
-@article{LibVulnWatch2025,
+CITATION_BUTTON_TEXT = r"""@article{LibVulnWatch2025,
   title={LibVulnWatch: Systematic Vulnerability Assessment and Leaderboard Tracking for Open-Source AI Libraries},
   author={First Author and Second Author},
   journal={ICML 2025 Technical AI Governance Workshop},
   year={2025}
-}
-"""
+}"""