diff --git a/README.md b/README.md
index 82e1956..8457b6d 100644
--- a/README.md
+++ b/README.md
@@ -14,10 +14,13 @@ widget:
 
 More technical details on `FinBERT`: [Click Link](https://github.com/yya518/FinBERT)
 
-Please check out our working paper [`FinBERT—A Deep Learning Approach to Extracting Textual Information`](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3910214).
-
 This released `finbert-tone` model is the `FinBERT` model fine-tuned on 10,000 manually annotated (positive, negative, neutral) sentences from analyst reports. This model achieves superior performance on financial tone analysis task. If you are simply interested in using `FinBERT` for financial tone analysis, give it a try.
 
+If you use the model in your academic work, please cite the following paper:
+
+Huang, Allen H., Hui Wang, and Yi Yang. "FinBERT: A Large Language Model for Extracting Information from Financial Text." *Contemporary Accounting Research* (2022).
+
+
 # How to use 
 You can use this model with Transformers pipeline for sentiment analysis.
 ```python