Author

Ruiming Wu

University of PennsylvaniaORCID 0000-0002-7703-6162Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:large language model· 1 Assay:scRNA-seq· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Amin KarbasiiD· 1 shared Anna Zhong· 1 shared Antonio Henrique de Oliveira Fonseca· 1 shared Daniel M. LevineiD· 1 shared Daphne Raskin· 1 shared David van DijkiD· 1 shared David Zhang· 1 shared Insu HaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Amin KarbasiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 11, 2023

Cell2Sentence: Teaching Large Language Models the Language of Biology

Daniel M. Levine, Syed Asad Rizvi, Sacha Lévy…·David van Dijk

Cell2Sentence converts single-cell gene expression profiles into text-like cell sentences so standard large language models like GPT-2 can be fine-tuned for cell generation and cell-type annotation.

63 citations

scRNA-seqlarge language model

𝕏 PostBluesky