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Protein Language Model

Use of protein language models in protein property prediction

Papers

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Showing 26–50 of 73 papers

TitleStatusHype
Learning to engineer protein flexibilityCode1
Peptide-GPT: Generative Design of Peptides using Generative Pre-trained Transformers and Bio-informatic SupervisionCode1
PeptideBERT: A Language Model based on Transformers for Peptide Property PredictionCode1
A Protein Structure Prediction Approach Leveraging Transformer and CNN Integration—0
Application of Quantum Tensor Networks for Protein Classification—0
Approximating mutual information of high-dimensional variables using learned representations—0
Peptide Sequencing Via Protein Language Models—0
Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering—0
Chem42: a Family of chemical Language Models for Target-aware Ligand Generation—0
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering—0
DapPep: Domain Adaptive Peptide-agnostic Learning for Universal T-cell Receptor-antigen Binding Affinity Prediction—0
Diffusion on language model encodings for protein sequence generation—0
ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases—0
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model—0
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative—0
High fitness paths can connect proteins with low sequence overlap—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
InfoBridge: Mutual Information estimation via Bridge Matching—0
CCPL: Cross-modal Contrastive Protein Learning—0
Machine learning can guide experimental approaches for protein digestibility estimations—0
MSA Transformer—0
pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning—0
Pre-trained protein language model for codon optimization—0
ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity—0
Protein Design with Dynamic Protein Vocabulary—0
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