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@@ -21,14 +21,14 @@ This model uses 4 hidden layers with a hidden dimension size and an embedding si
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  If you use this model, please consider citing the following paper:
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  ```bibtex
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- @misc{https://doi.org/10.48550/arxiv.2209.03182,
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- doi = {10.48550/ARXIV.2209.03182},
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- url = {https://arxiv.org/abs/2209.03182},
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- author = {Rohanian, Omid and Nouriborji, Mohammadmahdi and Kouchaki, Samaneh and Clifton, David A.},
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- keywords = {Computation and Language (cs.CL), Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences, 68T50},
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- title = {On the Effectiveness of Compact Biomedical Transformers},
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- publisher = {arXiv},
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- year = {2022},
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- copyright = {arXiv.org perpetual, non-exclusive license}
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  }
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  ```
 
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  If you use this model, please consider citing the following paper:
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  ```bibtex
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+ @article{rohanian2023effectiveness,
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+ title={On the effectiveness of compact biomedical transformers},
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+ author={Rohanian, Omid and Nouriborji, Mohammadmahdi and Kouchaki, Samaneh and Clifton, David A},
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+ journal={Bioinformatics},
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+ volume={39},
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+ number={3},
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+ pages={btad103},
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+ year={2023},
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+ publisher={Oxford University Press}
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  }
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  ```