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References from Evidence Scaling for Zero-Shot Protein Reasoning with Large Language Models. Local targets link to admitted publications; unresolved targets remain external evidence.
10.64898/2026.07.27.741045
10.64898/2026.07.27.741045 · External reference
10.1038/s41586-023-06792-0
10.1038/s41586-023-06792-0 · External reference
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10.1126/science.adg7492
10.1126/science.adg7492 · External reference
10.1093/bioinformatics/btp163
10.1093/bioinformatics/btp163 · External reference
10.1126/science.add2187
10.1126/science.add2187 · External reference
10.1214/aos/1176344552
10.1214/aos/1176344552 · External reference
10.1038/s41586-021-04043-8
10.1038/s41586-021-04043-8 · External reference
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Training compute-optimal large language models
2022 · External reference
10.1038/nbt.3769
10.1038/nbt.3769 · External reference
10.1101/2022.04.10.487779
10.1101/2022.04.10.487779 · External reference
10.1093/bioinformatics/btag525
10.1093/bioinformatics/btag525 · External reference
STELLA: Self-evolving LLM agent for biomedical research
2025 · External reference
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10.1038/s41586-021-03819-2
10.1038/s41586-021-03819-2 · External reference
10.1002/bip.360221211
10.1002/bip.360221211 · External reference
Scaling laws for neural language models
2020 · External reference
10.1093/molbev/msz179
10.1093/molbev/msz179 · External reference
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10.1126/science.ade2574
10.1126/science.ade2574 · External reference
10.1038/s42256-024-00832-8
10.1038/s42256-024-00832-8 · External reference
10.1093/bioinformatics/btae621
10.1093/bioinformatics/btae621 · External reference
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10.1038/s41592-018-0138-4
10.1038/s41592-018-0138-4 · External reference
10.1073/pnas.2016239118
10.1073/pnas.2016239118 · External reference
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Scaling LLM test-time compute optimally can be more effective than scaling model parameters
2024 · External reference
10.1101/2023.10.01.560349
10.1101/2023.10.01.560349 · External reference
10.1038/s41587-025-02836-0
10.1038/s41587-025-02836-0 · External reference
10.1093/bioinformatics/btaf189
10.1093/bioinformatics/btaf189 · External reference
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10.1093/bioinformatics/btaf322
10.1093/bioinformatics/btaf322 · External reference
10.1038/s41587-023-01773-0
10.1038/s41587-023-01773-0 · External reference
10.1093/nar/gkab1061
10.1093/nar/gkab1061 · External reference
10.1093/bioinformatics/btaf396
10.1093/bioinformatics/btaf396 · External reference
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