Rachel A. Silverstein

Discovery of microbial intergenic features with genomic language modeling and multimodal search

Systematic characterization of microbial noncoding regions is limited by two distinct challenges: discovery of conserved sequence features without predefined motifs and functional interpretation of newly identified elements. We address these challenges by training a sparse autoencoder on genomic language model (gLM2) r...