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@@ -29,7 +29,7 @@ This is a 🤗 transformers model fine-tuned on the HIV dataset from MoleculeNet
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  ### Model Sources
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- - **Paper :** Pending
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  ## Uses
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  ### Model Sources
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+ - **Paper :** Leon, M., Perezhohin, Y., Peres, F. et al. Comparing SMILES and SELFIES tokenization for enhanced chemical language modeling. Sci Rep 14, 25016 (2024). https://doi.org/10.1038/s41598-024-76440-8
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  ## Uses
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