Research graph
References from Small, open-source text-embedding models as substitutes to OpenAI models for gene analysis. Local targets link to admitted publications; unresolved targets remain external evidence.
Attention is all you need
2017 · External reference
10.1038/s41592-024-02353-z
10.1038/s41592-024-02353-z · External reference
Toward learning a foundational representation of cells and genes
10.1038/s41592-024-02367-7 · 2024 · External reference
10.1002/qub2.69
10.1002/qub2.69 · External reference
Evaluating the utilities of foundation models in single-cell data analysis
2024 · External reference
10.1038/s41592-024-02354-y
10.1038/s41592-024-02354-y · External reference
A comprehensive survey of foundation models in medicine
2025 · External reference
Unresolved reference
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10.1038/s42256-022-00534-z
10.1038/s42256-022-00534-z · External reference
10.1038/s41586-023-06139-9
10.1038/s41586-023-06139-9 · External reference
scgpt: toward building a foundation model for single-cell multi-omics using generative ai
2024 · External reference
Large-scale foundation model on single-cell transcriptomics
2024 · External reference
10.1126/science.adp1848
10.1126/science.adp1848 · External reference
Genept: a simple but effective foundation model for genes and cells built from chatgpt
2023 · External reference
Gene: a gene-centered information resource at ncbi
10.1093/nar/gku1055 · 2015 · External reference
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Impact of word embedding models on text analytics in deep learning environment: a review
10.1007/s10462-023-10419-1 · 2023 · External reference
A survey on large language model (llm) security and privacy: the good, the bad, and the ugly
2024 · External reference
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Forget chatgpt: why researchers now run small ais on their laptops
10.1038/d41586-024-02998-y · 2024 · External reference
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Simple and effective embedding model for single-cell biology built from chatgpt
2024 · External reference
Ensembl
2024 · External reference
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2023 · External reference
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10.1093/bioinformatics/btz682
10.1093/bioinformatics/btz682 · External reference
10.18653/v1/2024.naacl-industry.33
10.18653/v1/2024.naacl-industry.33 · External reference
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10.18653/v1/2024.findings-emnlp.249
10.18653/v1/2024.findings-emnlp.249 · External reference
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Cell-to-cell distance that combines gene expression and gene embeddings
10.1016/j.csbj.2024.10.044 · 2024 · External reference
