Update README.md

README.md

@@ -59,4 +59,19 @@ Note: The post-trained weights you load contain un-trained classification heads.
 
 |                 | Restaurant    | AI            | ACL           | AGNews        | Avg.          |
 | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
-| UIC-Liu-Lab/CPT | 53.90 / 75.13 | 30.42 / 30.89 | 37.56 / 38.53 | 63.77 / 65.79 | 46.41 / 52.59 |
+| UIC-Liu-Lab/CPT | 53.90 / 75.13 | 30.42 / 30.89 | 37.56 / 38.53 | 63.77 / 65.79 | 46.41 / 52.59 |
+
+
+## Citation
+
+Please cite our paper if you use CPT in your work:
+
+```bibtex
+@inproceedings{ke2022continual,
+   title={Continual Training of Language Models for Few-Shot Learning},
+   author={Ke, Zixuan and Lin, Haowei and Shao, Yijia and Xu, Hu and Shu, Lei, and Liu, Bing},
+   booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
+   year={2022}
+}
+```
+