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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Dan He

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Book Open access Aug 2026

The Words of Proteins: Motif-Level Language Modeling for Interpretable Protein Generation

What are the fundamental units of protein sequences? Most protein language models treat amino acids as tokens, yet biological functions are not encoded at the single-residue level. Instead, they emerge from combinations of residues that form functional units that corresponds to conserved sequence motifs. Just like how...

Boon How Low, Wen Y. Goh, Bo-Yang Li et al. · 0 citations
Book Aug 2026

The Words of Proteins: Motif-Level Language Modeling for Interpretable Protein Generation

This work argues that explicitly modeling at the functional motif level provides both mechanistic insight into sequence-function relationships and interpretable control over protein generation, an important step toward compositional design of novel protein functions.

Boon How Low, W. Goh, Boyang Li et al. · 0 citations

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