Author

Shizhuo Zhang

Nanyang Technological University

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1

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Dawei ZhuiD· 1 shared Jiayou Zhang· 1 shared Megh Manoj Bhalerao· 1 shared Sheng WangiD· 1 shared Yucong LiuiD· 1 shared Zhirui WangiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperBioinformatics

Dawei ZhuORCID

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1 paper

Recent·Most cited

GraphPrompt: Biomedical Entity Normalization Using Graph-based Prompt Templates

Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Manoj Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang

This paper introduces GraphPrompt, a graph-based prompt learning method for biomedical entity normalization, improving performance on zero-shot and few-shot settings using a curated dataset of entity-synonym pairs.

bioRxiv · Nov 29, 2021 · PreprintBioinformatics