ProTrek: A Trimodal Language Model Bridging Protein Sequence, Structure and Function
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Creator description · original textText language: English
The link to the original paper:
https://doi.org/10.1038/s41587-025-02836-0
Key-words: 3Di sequences, BLAST, BERT, Contrastive learning, Convergent evolution, Cross-modal, DeepSpeed, Embeddings, Enzyme Commission (EC), Evolutionary-Scale Modeling (ESM), Fine-grained retrieval, Foldseek, Function, Gene Ontology (GO), Homologous evolution, Joint embedding space, Large language models (LLMs), Latent space, Masked language modeling (MLM), Maximum Inner-Product Search (MIPS), MMseqs2, ProTrek, Sequence, Sequence-structure-function (SSF), Structure
The Sanz Science Experience · 15 min · Source published: 2025-10-10
Added to Harbor: 10/29/2026
Original on YouTube ↗Automatically categorized source. Creator statements are not an independent evidence review or personal medical guidance.