Research graph
References from DeepRAGIL-2: a retrieval-augmented protein language model framework for sensitive and accurate prediction of IL-2-inducing peptides. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1038/s41598-026-35977-6 · External reference
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10.1021/acs.jcim.4c02144 · External reference
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10.1093/bib/bbac382 · External reference
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10.1093/bib/bbab352 · External reference
10.3115/v1/d14-1181
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10.1021/acs.jcim.5c02248
10.1021/acs.jcim.5c02248 · External reference
10.1016/j.compbiolchem.2024.108055
10.1016/j.compbiolchem.2024.108055 · External reference
Retrieval-augmented generation for knowledge-intensive nlp tasks
2020 · External reference
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10.1093/bioinformatics/btl158 · External reference
10.1126/science.ade2574
10.1126/science.ade2574 · External reference
10.1016/j.eswa.2025.129925
10.1016/j.eswa.2025.129925 · External reference
Integrating Pre-Trained protein language model and multiple window scanning deep learning networks for accurate identification of secondary active transporters in membrane proteins
10.1016/j.ymeth.2023.10.008 · 2023 · External reference
10.1021/acs.jcim.4c00961
10.1021/acs.jcim.4c00961 · External reference
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10.1016/0005-2795(75)90109-9 · External reference
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10.1093/nar/gkae1092 · External reference
10.1021/acs.jcim.3c00153
10.1021/acs.jcim.3c00153 · External reference
