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