RiNALMo: General-Purpose RNA Language Models Can Generalize Well on Structure Prediction Tasks

arXiv:2403.00043v1 Announce Type: cross
Abstract: Ribonucleic acid (RNA) plays a variety of crucial roles in fundamental biological processes. Recently, RNA has become an interesting drug target, emphasizing the need to improve our understanding of its structures and functions. Over the years, sequencing technologies have produced an enormous amount of unlabeled RNA data, which hides important knowledge and potential. Motivated by the successes of protein language models, we introduce RiboNucleic Acid Language Model (RiNALMo) to help unveil the hidden code of …

arxiv cs.lg general language language models prediction q-bio.bm rna tasks type