NIPS-2022 PEER：A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding

Sep 30 PaperNote BI Comments Word Count: 184(words) Read Count: 1(minutes)

Nucleic Acids Research-2022 DeepLoc 2.0：multi-label subcellular localization prediction using protein language models

Sep 16 PaperNote BI Comments Word Count: 657(words) Read Count: 2(minutes)

Bioinformatics-2017 DeepLoc：prediction of protein subcellular localization using deep learning

Sep 16 PaperNote BI Comments Word Count: 312(words) Read Count: 1(minutes)

Neural Subgraph Matching

Aug 29 PaperNote cs.GNN Comments Word Count: 965(words) Read Count: 3(minutes)

NIPS-2021 FLIP：Benchmark tasks in fitness landscape inference for proteins

Aug 8 PaperNote BI Comments Word Count: 1.6k(words) Read Count: 6(minutes)

ICLR-2022 LoRA：Low-Rank Adaptation of Large Language Models

Aug 6 PaperNote CL, cs.Transformer Comments Word Count: 1k(words) Read Count: 3(minutes)

Nature Biotechnology-2022 Learning protein fitness models from evolutionary and assay-labeled data

Aug 4 PaperNote BI Comments Word Count: 959(words) Read Count: 3(minutes)

Nature Machine Intelligence-2023 Structure-inducing pre-training

Jul 19 PaperNote BI Comments Word Count: 1.1k(words) Read Count: 3(minutes)

PoET：A generative model of protein families as sequences-of-sequences

Jun 19 PaperNote BI, cs.Transformer Comments Word Count: 935(words) Read Count: 3(minutes)

Structure-informed Language Models Are Protein Designers

Jun 11 PaperNote BI, cs.GNN, cs.Transformer Comments Word Count: 400(words) Read Count: 1(minutes)