Reprogramming pretrained language models for protein sequence representation learning
The representation reprogramming via dictionary learning framework reprograms a pretrained English language model to learn the embeddings of protein sequences by learning a sparse linear mapping between English and protein vocabulary embeddings.
Authors
- Ria Vinod (ORCID: https://orcid.org/0000-0002-6282-9741)
- Pin‐Yu Chen (ORCID: https://orcid.org/0000-0003-1039-8369)
- Payel Das (ORCID: https://orcid.org/0000-0002-7288-0516)
Institutions
- John Brown University (US)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d4dd00195h
- Citations
- 1
- Primary Topic
- Machine Learning in Bioinformatics
- Type
- article
- Field-Weighted Citation Impact
- 0.81