update citation.

src/display/about.py

@@ -198,6 +198,25 @@ Not all models are converted properly from `float16` to `bfloat16`, and selectin
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
+@misc{
+      Cheng2023AutoRound,
+      title={Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs},
+      author={Wenhua Cheng, Weiwei Zhang, Haihao Shen, Yiyang Cai, Xin He, Kaokao Lv},
+      year={2023},
+      url={https://arxiv.org/abs/2309.05516}
+}
+@software{neural-compressor,
+  title        = intel/neural-compressor,
+  publisher    = {Intel},
+  url          = {https://github.com/intel/neural-compressor/tree/master}
+}
+@misc{open-llm-leaderboard,
+  author = {Edward Beeching and Clémentine Fourrier and Nathan Habib and Sheon Han and Nathan Lambert and Nazneen Rajani and Omar Sanseviero and Lewis Tunstall and Thomas Wolf},
+  title = {Open LLM Leaderboard},
+  year = {2023},
+  publisher = {Hugging Face},
+  howpublished = "\url{https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard}"
+}
 @software{eval-harness,
   author       = {Gao, Leo and
                   Tow, Jonathan and
@@ -264,22 +283,35 @@ CITATION_BUTTON_TEXT = r"""
       archivePrefix={arXiv},
       primaryClass={cs.CL}
 }
-@misc{DBLP:journals/corr/abs-2110-14168,
-      title={Training Verifiers to Solve Math Word Problems},
-      author={Karl Cobbe and
-                  Vineet Kosaraju and
-                  Mohammad Bavarian and
-                  Mark Chen and
-                  Heewoo Jun and
-                  Lukasz Kaiser and
-                  Matthias Plappert and
-                  Jerry Tworek and
-                  Jacob Hilton and
-                  Reiichiro Nakano and
-                  Christopher Hesse and
-                  John Schulman},
-      year={2021},
-      eprint={2110.14168},
+@misc{Bisk2019PIQA,
+      title={PIQA: Reasoning about Physical Commonsense in Natural Language},
+      author={Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi},
+      year={2019},
+      eprint={1911.11641},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+@misc{Paperno2016LAMBADA,
+      title={The LAMBADA dataset: Word prediction requiring a broad discourse context},
+      author={Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández},
+      year={2016},
+      eprint={1606.06031},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+@misc{Mihaylov2018OpenBookQA,
+      title={Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering},
+      author={Todor Mihaylov, Peter Clark, Tushar Khot, Ashish Sabharwal},
+      year={2018},
+      eprint={1809.02789},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+@misc{Clark2019BoolQ,
+      title={BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions},
+      author={Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova},
+      year={2019},
+      eprint={1905.10044},
       archivePrefix={arXiv},
       primaryClass={cs.CL}
 }