diff --git a/README.md b/README.md
index 3c08c8d..22c9845 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
 </div>
 
 ## Submission to SMM4H
-This repo contains the codes for Task 1a, 1b, Task 6 of the Social Media Mining for Health Applications Workshop
+This repo contains the codes for Task 1a, 1b, Task 6 of the Social Media Mining for Health Applications Workshop. The proceedings are available [here](https://www.aclweb.org/anthology/2021.smm4h-1.pdf)
 
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 ## Abstract
@@ -28,13 +28,14 @@ We ranked 2nd on the test set (F1).
 | en_core_web_trf (our) | 0.493      | 0.505  | 0.50 |
 | Median                | 0.493      | 0.458  | 0.42 |
 ### Task 6 
-We ranked 5th on the test set (F1).
+We ranked 2nd on the test set (F1).
 |                | Precision | Recall   | F1   |
 | ---            | ---       | ---      | ---  |
 | BERTweet (our) | 0.94      | 0.94  | 0.94 |
 | Median         | 0.93      | 0.93  | 0.93 |
 --------------------------------------------------------------------------------------------
-## Citation
+## :books: Citation
+If you find our paper useful in your research, please consider citing:
 ```
 @inproceedings{ramesh-etal-2021-bert,
     title = "{BERT} based Transformers lead the way in Extraction of Health Information from Social Media",