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Papers
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
ICML 2023
Structure-informed Language Models Are Protein Designers
ICML 2023
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation
AAAI 2022
Exploring evolution-aware & -free protein language models as protein function predictors
NeurIPS 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding
ICLR 2022
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
NeurIPS 2022
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval
ICML 2022
BERTology Meets Biology: Interpreting Attention in Protein Language Models
ICLR 2021
Language models enable zero-shot prediction of the effects of mutations on protein function
NeurIPS 2021
MSA Transformer
ICML 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning
AAAI 2021
Transformer protein language models are unsupervised structure learners
ICLR 2021