add descriptions

src/about.py

@@ -21,11 +21,12 @@ NUM_FEWSHOT = 0 # Change with your few shot
 
 
 # Your leaderboard name
-TITLE = """<h1 align="center" id="space-title">Demo leaderboard</h1>"""
+TITLE = """<h1 align="center" id="space-title">🥇CopyBench leaderboard</h1>"""
 
 # What does your leaderboard evaluate?
 INTRODUCTION_TEXT = """
-Intro text
+The CopyBench benchmark is designed to evaluate the copying behavior and utility of language models, as well as the effectiveness of methods to mitigate copyright risks.
+Read more at project website https://chentong0.github.io/copy-bench/.
 """
 
 # Which evaluations are you running? how can people reproduce what you have?
@@ -67,6 +68,15 @@ Make sure you have followed the above steps first.
 If everything is done, check you can launch the EleutherAIHarness on your model locally, using the above command without modifications (you can add `--limit` to limit the number of examples per task).
 """
 
-CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
+CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results:"
 CITATION_BUTTON_TEXT = r"""
+@misc{chen2024copybenchmeasuringliteralnonliteral,
+      title={CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation}, 
+      author={Tong Chen and Akari Asai and Niloofar Mireshghallah and Sewon Min and James Grimmelmann and Yejin Choi and Hannaneh Hajishirzi and Luke Zettlemoyer and Pang Wei Koh},
+      year={2024},
+      eprint={2407.07087},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2407.07087}, 
+}
 """