Update README.md

README.md

@@ -36,7 +36,7 @@ To address these challenges, we create REPOCOD, a code generation benchmark with
 
 ## Usage
 
-```
+```python
 from datasets import load_dataset
 
 data = load_dataset('lt-asset/REPOCOD')
@@ -82,4 +82,17 @@ DatasetDict({
 ) -> Continuous: ....",                            # the full snippet of the target function, including the function signature and docstring for the target function
 "function_name": "Continuous.label"               # The name of the target function
 
+```
+
+## Citation
+```
+@misc{liang2024repocod,
+      title={Can Language Models Replace Programmers? REPOCOD Says 'Not Yet'}, 
+      author={Shanchao Liang and Yiran Hu and Nan Jiang and Lin Tan},
+      year={2024},
+      eprint={2410.21647},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2410.21647}, 
+}
 ```