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References from Tokenization and deep learning architectures in genomics: A comprehensive review. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2024 · External reference
10.1038/nbt.3300
10.1038/nbt.3300 · External reference
DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning
2017 · External reference
10.1038/s41592-021-01252-x
10.1038/s41592-021-01252-x · External reference
10.1038/s41588-021-00782-6
10.1038/s41588-021-00782-6 · External reference
10.1109/72.279181
10.1109/72.279181 · External reference
Scaling unlocks broader generation and deeper functional understanding of proteins
2025 · External reference
Integrating long-range regulatory interactions to predict gene expression using graph convolutional networks
10.1089/cmb.2021.0316 · 2022 · External reference
Prokaryotic gene prediction using Genemark and Genemark.hmm
2003 · External reference
Prefix-free parsing for building big BWTs
10.1186/s13015-019-0148-5 · 2019 · External reference
Genome modeling and design across all domains of life with Evo 2
2025 · External reference
Unresolved reference
2020 · External reference
Quantized multi-task learning for context-specific representations of gene network dynamics
2024 · External reference
Self-supervised learning on millions of primary RNA sequences from 72 vertebrates improves sequence-based RNA splicing prediction
10.1093/bib/bbae163 · 2024 · External reference
10.1016/j.ygeno.2012.04.003
10.1016/j.ygeno.2012.04.003 · External reference
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Novel transformer networks for improved sequence labeling in genomics
10.1109/tcbb.2020.3035021 · 2022 · External reference
10.18653/v1/p19-1285
10.18653/v1/p19-1285 · 2019 · External reference
Nucleotide transformer: building and evaluating robust foundation models for human genomics
2024 · External reference
Unresolved reference
2019 · External reference
Protein2Text: providing rich descriptions for protein sequences
2024 · External reference
Prottrans: toward understanding the language of life through self-supervised learning
10.1109/tpami.2021.3095381 · 2021 · External reference
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10.1371/journal.pcbi.1003711
10.1371/journal.pcbi.1003711 · External reference
10.1007/978-3-642-24797-2_4
10.1007/978-3-642-24797-2_4 · 2012 · External reference
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ViBE: a hierarchical BERT model to identify eukaryotic viruses using metagenome sequencing data
10.1093/bib/bbac204 · 2022 · External reference
10.1126/science.ads0018
10.1126/science.ads0018 · External reference
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10.1162/neco.1997.9.8.1735 · External reference
Enhancing data compression: recent innovations in LZ77 algorithms
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10.1093/bioinformatics/btab083
10.1093/bioinformatics/btab083 · External reference
10.1101/gr.227819.117
10.1101/gr.227819.117 · External reference
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10.1101/gr.200535.115 · External reference
Unresolved reference
2024 · External reference
Representation learning of genomic sequence motifs with convolutional neural networks
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10.1145/3065386
10.1145/3065386 · External reference
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2018 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
Gradient-based learning applied to document recognition
10.1109/5.726791 · 2002 · External reference
10.18653/v1/2020.acl-main.703
10.18653/v1/2020.acl-main.703 · External reference
10.1109/tcbb.2007.1027
10.1109/tcbb.2007.1027 · External reference
Language models of protein sequences at the scale of evolution enable accurate structure prediction
2022 · External reference
10.1038/s41588-024-02053-6
10.1038/s41588-024-02053-6 · External reference
10.1038/s41587-022-01618-2
10.1038/s41587-022-01618-2 · External reference
10.1101/2020.03.07.982272
10.1101/2020.03.07.982272 · External reference
Automatic generation of gene finders for eukaryotic species
10.1186/1471-2105-7-263 · 2006 · External reference
10.1126/science.ado9336
10.1126/science.ado9336 · External reference
Unresolved reference
2023 · External reference
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2001 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2025 · External reference
DANN: a deep learning approach for annotating the pathogenicity of genetic variants
10.1093/bioinformatics/btu703 · 2014 · External reference
DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences
10.1093/nar/gkw226 · 2016 · External reference
Unresolved reference
2018 · External reference
Exploring the limits of transfer learning with a unified text-to-text transformer
2020 · External reference
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10.1007/s40484-019-0187-4
10.1007/s40484-019-0187-4 · External reference
Use of profile hidden Markov models in viral discovery: current insights
10.2147/agg.s136574 · 2017 · External reference
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
10.1073/pnas.2016239118 · 2021 · External reference
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10.15586/computationalbiology.2019.ch4 · 2019 · External reference
10.1089/cmb.1998.5.667
10.1089/cmb.1998.5.667 · External reference
Learning long-term dependencies with recurrent neural networks
10.1016/j.neucom.2007.12.036 · 2008 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2016 · External reference
Scalable de novo classification of antibiotic resistance of Mycobacterium tuberculosis
10.1093/bioinformatics/btae243 · 2024 · External reference
10.1016/j.neucom.2023.127063
10.1016/j.neucom.2023.127063 · External reference
10.1038/s41586-023-06139-9
10.1038/s41586-023-06139-9 · External reference
Unresolved reference
2017 · External reference
A technique for high-performance data compression
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10.18653/v1/d19-1002
10.18653/v1/d19-1002 · External reference
10.1162/neco.1989.1.2.270
10.1162/neco.1989.1.2.270 · External reference
An evolutionary method for learning HMM structure: prediction of protein secondary structure
2007 · External reference
Unresolved reference
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Unresolved reference
2019 · External reference
Hidden Markov models and their applications in biological sequence analysis
10.2174/138920209789177575 · 2009 · External reference
A systematic survey of text summarization: from statistical methods to large language models
2025 · External reference
10.1038/s41588-018-0160-6
10.1038/s41588-018-0160-6 · External reference
10.1038/nmeth.3547
10.1038/nmeth.3547 · External reference
Unresolved reference
2024 · External reference
10.18653/v1/2024.acl-long.484
10.18653/v1/2024.acl-long.484 · External reference
10.1177/10943420231201154
10.1177/10943420231201154 · External reference