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Learning Task-Specific Antibody Representations via Function-Aware Masking

Goel, Ayan et al.
arXiv (All) · Papers
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biomoleculesmachine-learning
Antibody-specific language models pretrained via masked language modeling (MLM) learn representations that are critical for downstream sequence design and property prediction tasks. Yet, the corruption process itself is rarely leveraged as a source of inductive bias during pretraining. While prefere
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