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Invalid SMILES are beneficial rather than detrimental to chemical language models - Nature Machine Intelligence
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Generative machine learning models have attracted intense interest for their ability to sample novel molecules with desired chemical or biological properties. Among these, language models trained on SMILES (Simplified Molecular-Input Line-Entry System) representations have been subject to the most extensive experimental validation and have been widely adopted.
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