diff --git a/publications/all.bib b/publications/all.bib
index 407de37..569e3bf 100644
--- a/publications/all.bib
+++ b/publications/all.bib
@@ -67,6 +67,7 @@ @inproceedings{lotfi2024unlocking
   title={Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models},
   author={Sanae Lotfi and Yilun Kuang and Marc Anton Finzi and Brandon Amos and Micah Goldblum and Andrew Gordon Wilson},
   _venue={ICML TF2M Workshop},
+  _note={Best paper},
   year={2024},
   url={https://openreview.net/forum?id=cQWsTeTSkZ},
   abstract={