Dan He

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.