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@@ -79,6 +79,7 @@ We define a protein-protein interaction as physical contact that mediates chemic
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  The [Gleghorn lab](https://www.gleghornlab.com/) is an interdisciplinary research group at the University of Delaware that focuses on solving translational problems with our expertise in engineering, biology, and chemistry. We develop inexpensive and reliable tools to study organ development, maternal-fetal health, and drug delivery. Recently we have begun exploration into protein language models and strive to make protein design and annotation accessible.
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  ## Please cite
 
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  @article {Hallee_ppi_2023,
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  author = {Logan Hallee and Jason P. Gleghorn},
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  title = {Protein-Protein Interaction Prediction is Achievable with Large Language Models},
@@ -86,4 +87,5 @@ The [Gleghorn lab](https://www.gleghornlab.com/) is an interdisciplinary researc
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  doi = {10.1101/2023.06.07.544109},
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  publisher = {Cold Spring Harbor Laboratory},
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  journal = {bioRxiv}
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- }
 
 
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  The [Gleghorn lab](https://www.gleghornlab.com/) is an interdisciplinary research group at the University of Delaware that focuses on solving translational problems with our expertise in engineering, biology, and chemistry. We develop inexpensive and reliable tools to study organ development, maternal-fetal health, and drug delivery. Recently we have begun exploration into protein language models and strive to make protein design and annotation accessible.
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  ## Please cite
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+ ```
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  @article {Hallee_ppi_2023,
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  author = {Logan Hallee and Jason P. Gleghorn},
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  title = {Protein-Protein Interaction Prediction is Achievable with Large Language Models},
 
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  doi = {10.1101/2023.06.07.544109},
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  publisher = {Cold Spring Harbor Laboratory},
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  journal = {bioRxiv}
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+ }
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+ ```