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VANDAM: Viewing a nucleotide sequence with DNA molecular priors

Levy, Jeremy et al.
arXiv (All) · Papers
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machine-learning
Contemporary Genomic Foundation Models (GFMs) rely on a DNA-as-a-string paradigm that employs masked token prediction objectives for pretraining. However, this abstraction does not explicitly model the biochemical, structural, and physical properties essential to biological function. Many molecular
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