Fixing references in README

README.md

@@ -30,11 +30,12 @@ arXiv preprint arXiv:2104.08821, 2021.
 Luke Zettlemoyer, and Veselin Stoyanov. Roberta: A robustly optimized bert pretraining approach. arXiv
 preprint arXiv:1907.11692, 2019.
 3. Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, and Asli Celikyilmaz. 
-ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. arXiv preprint, 2022.
+ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. arXiv:2212.07919, 2022.
  
 ## Citation
-@inproceedings{golovneva2022roscoe,
-   title={{ROSCOE}: A Suite of Metrics for Scoring Step-by-Step Reasoning},
-   author={Golovneva, Olga and Chen, Moya and Poff, Spencer and Corredor, Martin and Zettlemoyer, Luke and Fazel-Zarandi, Maryam and Celikyilmaz, Asli},
-   year={2022}
+@article{golovneva2022roscoe,
+  title={{ROSCOE}: A Suite of Metrics for Scoring Step-by-Step Reasoning},
+  author={Golovneva, Olga and Chen, Moya and Poff, Spencer and Corredor, Martin and Zettlemoyer, Luke and Fazel-Zarandi, Maryam and Celikyilmaz, Asli},
+  journal={arXiv preprint arXiv:2212.07919},
+  year={2022}
 }