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bioRxiv2023Preprint

Uni-RNA: Universal Pre-Trained Models Revolutionize RNA Research

Xi Wang, Ruichu Gu, Zhiyuan Chen, Yongge Li, Xiaohong Ji, Guolin Ke, Han Wen

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Abstract

Uni-RNA is a context-aware model pretrained on RNA sequences at unprecedented scale. The model learns evolutionary and structural signals from unlabeled data and achieves strong performance across structural and functional downstream tasks.

In brief

Large-scale RNA pretraining that captures evolutionary and structural information for downstream prediction.