HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

Genomic (DNA) sequences encode an enormous amount of information for gene
regulation and protein synthesis. Similar to natural language models,
researchers have proposed foundation models in genomics to learn
generalizable features from unlabeled genome data that can then be
fine-tuned for downstream tasks such as identifying regulatory elements.

data dna encode features foundation gene genome genomic genomics information language language models learn modeling natural natural language protein regulation research researchers synthesis