Update README.md

README.md

@@ -18,7 +18,7 @@ metrics:
 - recall
 - f1
 widget:
-- text: "to the moon 🚀🚀🚀."
+- text: "to the moon 🚀🚀🚀"
 ---
 
 # EmTract (DistilBERT-Base-Uncased)
@@ -43,12 +43,25 @@ The model was evaluated using the following metrics:
 
 ## Research
 
-The underlying research for emotion extraction from social media can be found in the paper [EmTract: Extracting Emotions from Social Media](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3975884).
+The underlying research for emotion extraction from financial social media can be found in: [EmTract: Extracting Emotions from Social Media](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3975884).
 
 ### Citation
 
+Please cite the following if you use this model:
+
 Vamossy, Domonkos F., and Rolf Skog. "EmTract: Extracting Emotions from Social Media." Available at SSRN 3975884 (2023).
 
+BibTex citation:
+
+```
+@article{vamossy2023emtract,
+  title={EmTract: Extracting Emotions from Social Media},
+  author={Vamossy, Domonkos F and Skog, Rolf},
+  journal={Available at SSRN 3975884},
+  year={2023}
+}
+```
+
 ### Research using EmTract
 
 [Social Media Emotions and IPO Returns](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4384573)