Update README.md

README.md

@@ -43,12 +43,12 @@ Social Sciences, and Technology. The distribution of articles is shown below.
 # BibTeX entry and citation info
 If using this model, please cite this paper:
 ```
-@misc{hong2022scholarbert,
-  doi = {10.48550/ARXIV.2205.11342},  
-  url = {https://arxiv.org/abs/2205.11342},  
-  author = {Hong, Zhi and Ajith, Aswathy and Pauloski, Gregory and Duede, Eamon and Malamud, Carl and Magoulas, Roger and Chard, Kyle and Foster, Ian},  
-  title = {ScholarBERT: Bigger is Not Always Better},  
-  publisher = {arXiv},  
-  year = {2022}
+@misc{hong2023diminishing,
+      title={The Diminishing Returns of Masked Language Models to Science}, 
+      author={Zhi Hong and Aswathy Ajith and Gregory Pauloski and Eamon Duede and Kyle Chard and Ian Foster},
+      year={2023},
+      eprint={2205.11342},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
 }
 ```