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Zirui Chen

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Book Open access Aug 2026

MotRNA: Encoding RNA Motifs via Explicit N-gram Memory

Crucially, the analysis reveals that the backbone encoder becomes self-contained post-training: the memory module facilitates the internalization of motif semantics into the model parameters, allowing the backbone to retain performance advantages even when the memory is detached during inference.

Xiangyu Ji, Xin Wang, Yang Zhang et al. · 0 citations