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Regression Transformer enables concurrent sequence regression and generation for molecular language modelling - Nature Machine Intelligence

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Regression Transformer enables concurrent sequence regression and generation for molecular language modelling - Nature Machine Intelligence

Despite tremendous progress of generative models in the natural sciences, their controllability remains challenging. One fundamentally missing aspect of molecular or protein generative models is an inductive bias that can reflect continuous properties of interest. To that end, we propose the Regression Transformer (RT), a method that abstracts regression as a conditional sequence modelling problem.

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Regression Transformer enables concurrent sequence regression and generation for molecular language modelling - Nature Machine Intelligence

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Regression Transformer enables concurrent sequence regression and generation for molecular language modelling - Nature Machine Intelligence

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