Update README.md

README.md

@@ -55,4 +55,17 @@ EditPackFT is a dataset built for training LLMs on the task of instructional cod
 3. `new_contents` the code after the edit
 4. `content` a pre-formatted training window that can be used to train an LLM with prompts in the format of: `<before><instruction><after>`
 
-This dataset has been filtered from CommitPackFT. For more detail, [see our paper](https://federico.codes/assets/papers/canitedit.pdf), and our [GitHub repository](https://github.com/nuprl/CanItEdit/tree/main/editpackft).
+This dataset has been filtered from CommitPackFT. For more detail, [see our paper](https://arxiv.org/abs/2312.12450), and our [GitHub repository](https://github.com/nuprl/CanItEdit/tree/main/editpackft).
+
+## Citation
+If you use our work, please cite our paper as such:
+```
+@misc{cassano2023edit,
+      title={Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions}, 
+      author={Federico Cassano and Luisa Li and Akul Sethi and Noah Shinn and Abby Brennan-Jones and Anton Lozhkov and Carolyn Jane Anderson and Arjun Guha},
+      year={2023},
+      eprint={2312.12450},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE}
+}
+```