From 067eed2304cb1bdfe462094e42a37de4de98edff Mon Sep 17 00:00:00 2001
From: StingNing <810793091@qq.com>
Date: Wed, 16 Aug 2023 17:50:10 +0800
Subject: [PATCH] Update README.md

---
 README.md | 22 +++++++++++++++++++---
 1 file changed, 19 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index f715063..c95690d 100644
--- a/README.md
+++ b/README.md
@@ -153,9 +153,25 @@ used models that OpenDelta are sure to support.
 - Pull requests are welcomed when you successfully apply OpenDelta on your own backbone model.
 
 
-
-
-
+## Citation
+
+```bibtex
+@article{hu2023opendelta,
+  title={OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models},
+  author={Hu, Shengding and Ding, Ning and Zhao, Weilin and Lv, Xingtai and Zhang, Zhen and Liu, Zhiyuan and Sun, Maosong},
+  journal={arXiv preprint arXiv:2307.03084},
+  year={2023}
+}
+```
+
+```bibtex
+@article{ding2022delta,
+  title={Delta tuning: A comprehensive study of parameter efficient methods for pre-trained language models},
+  author={Ding, Ning and Qin, Yujia and Yang, Guang and Wei, Fuchao and Yang, Zonghan and Su, Yusheng and Hu, Shengding and Chen, Yulin and Chan, Chi-Min and Chen, Weize and others},
+  journal={arXiv preprint arXiv:2203.06904},
+  year={2022}
+}
+```