Update README.md

README.md

@@ -26,7 +26,7 @@ For inquiries about checkpoints during the fine-tuning process, kindly reach out
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [Link](https://github.com/Nix07/finetuning/)
-- **Paper :** [Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking](https://openreview.net/forum?id=8sKcAWOf2D)
+- **Paper :** [Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking](https://arxiv.org/abs/2402.14811)
 
 ## How to Get Started with the Model
 
@@ -43,4 +43,13 @@ model = AutoModel.from_pretrained("nikhil07prakash/float-7b")
 
 **BibTeX:**
 
-TODO
+```python
+@misc{prakash2024finetuning,
+  title={Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking},
+  author={Nikhil Prakash and Tamar Rott Shaham and Tal Haklay and Yonatan Belinkov and David Bau},
+  year={2024},
+  eprint={2402.14811},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL}
+}
+```