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Protein Language Model

Use of protein language models in protein property prediction

Papers

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TitleStatusHype
AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody-Antigen Affinity RankingCode1
Protein Design with Dynamic Protein Vocabulary—0
Structure-Aligned Protein Language ModelCode2
Leveraging Protein Language Model Embeddings for Catalytic Turnover Prediction of Adenylate Kinase Orthologs in a Low-Data RegimeCode0
ProtFlow: Fast Protein Sequence Design via Flow Matching on Compressed Protein Language Model Embeddings—0
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering—0
Chem42: a Family of chemical Language Models for Target-aware Ligand Generation—0
ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases—0
InfoBridge: Mutual Information estimation via Bridge Matching—0
Simulating 500 million years of evolution with a language modelCode7
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