diff --git a/README.md b/README.md
index be97c07..f4a473d 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,8 @@
 
 :point_right: Dataset coming soon!
 
+👉 [Read the paper](https://arxiv.org/abs/2406.11801)
+
 ## Table of Contents
 
 - [Installation](#installation)
@@ -49,3 +51,14 @@ Run Safety_Arithmetic_Edited.ipynb file by passing direct edited (without HDR).
 
 ## Citation
 If you find this useful in your research, please consider citing:
+
+```
+@misc{hazra2024safety,
+      title={Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations}, 
+      author={Rima Hazra and Sayan Layek and Somnath Banerjee and Soujanya Poria},
+      year={2024},
+      eprint={2406.11801},
+      archivePrefix={arXiv},
+      primaryClass={id='cs.CL' full_name='Computation and Language' is_active=True alt_name='cmp-lg' in_archive='cs' is_general=False description='Covers natural language processing. Roughly includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area.'}
+}
+```