Change leaderboard description texts

src/display/about.py

@@ -19,9 +19,9 @@ class Tasks(Enum):
 TITLE = """<h1 align="center" id="space-title">Demo leaderboard</h1>"""
 
 # What does your leaderboard evaluate?
-INTRODUCTION_TEXT = """
-Intro text
-"""
+INTRODUCTION_TEXT = """This research endeavor is designed to help researchers better understand the capabilities, 
+limitations, and potential risks associated with deploying these state-of-the-art Large Language Models (LLMs). See 
+our paper for details."""
 
 # Which evaluations are you running? how can people reproduce what you have?
 LLM_BENCHMARKS_TEXT = f"""
@@ -64,4 +64,10 @@ If everything is done, check you can launch the EleutherAIHarness on your model
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
+@article{wang2023decodingtrust,
+  title={DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models},
+  author={Wang, Boxin and Chen, Weixin and Pei, Hengzhi and Xie, Chulin and Kang, Mintong and Zhang, Chenhui and Xu, Chejian and Xiong, Zidi and Dutta, Ritik and Schaeffer, Rylan and others},
+  booktitle={Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
+  year={2023}
+}
 """