Update README.md

README.md

@@ -67,7 +67,20 @@ another model outlines a plan, similar to Reflexion prompting,
 2) Lazy: Informal instructions resemble typical user queries
 for LLMs in code generation.
 
-For more information and results see [our paper](https://federico.codes/assets/papers/canitedit.pdf).
+For more information and results see [our paper](https://arxiv.org/abs/2312.12450).
+
+## 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}
+}
+```
 
 ## How To Evaluate
 All the code for evaluating the benchmark can be found in our [GitHub repository](https://github.com/nuprl/CanItEdit).