ERNIE-RNA: An RNA Language Model with Structure-enhanced Representations
Weijie Yin,
Zhaoyu Zhang,
Liang He
et al.
Abstract:With large amounts of unlabeled RNA sequences data produced by high-throughput sequencing technologies, pre-trained RNA language models have been developed to estimate semantic space of RNA molecules, which facilities the understanding of grammar of RNA language. However, existing RNA language models overlook the impact of structure when modeling the RNA semantic space, resulting in incomplete feature extraction and suboptimal performance across various downstream tasks. In this study, we developed a RNA pre-t… Show more
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