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Protein Language Model

Use of protein language models in protein property prediction

Papers

Showing 2650 of 73 papers

TitleStatusHype
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent SpaceCode1
Learning to engineer protein flexibilityCode1
PeptideBERT: A Language Model based on Transformers for Peptide Property PredictionCode1
A Protein Structure Prediction Approach Leveraging Transformer and CNN Integration0
Application of Quantum Tensor Networks for Protein Classification0
Approximating mutual information of high-dimensional variables using learned representations0
Peptide Sequencing Via Protein Language Models0
Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering0
Chem42: a Family of chemical Language Models for Target-aware Ligand Generation0
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering0
DapPep: Domain Adaptive Peptide-agnostic Learning for Universal T-cell Receptor-antigen Binding Affinity Prediction0
Diffusion on language model encodings for protein sequence generation0
ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases0
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model0
High fitness paths can connect proteins with low sequence overlap0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides0
InfoBridge: Mutual Information estimation via Bridge Matching0
CCPL: Cross-modal Contrastive Protein Learning0
Machine learning can guide experimental approaches for protein digestibility estimations0
pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning0
Pre-trained protein language model for codon optimization0
ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity0
Protein Design with Dynamic Protein Vocabulary0
DisorderUnetLM: Validating ProteinUnet for efficient protein intrinsic disorder prediction0
Protein Language Model-Powered 3D Ligand Binding Site Prediction from Protein Sequence0
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