Author

James Zhang

University of California, Los AngelesORCID 0009-0002-6703-8647Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Ankith Uppunda· 1 shared Chelsea J.‐T. JuiD· 1 shared Dat DuongiD· 1 shared Eleazar EskiniD· 1 shared Jingyi Jessica LiiD· 1 shared Kai-Wei ChangiD· 1 shared Lisa GaiiD· 1 shared Muhao CheniD· 1 shared

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1 shared paperBioinformatics

Ankith Uppunda

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 31, 2020

Evaluating Representations for Gene Ontology Terms

Dat Duong, Ankith Uppunda, Lisa Gai…·Kai-Wei Chang

This paper evaluates neural network models for embedding Gene Ontology terms and introduces new models based on GCN, ELMo, and BERT, finding that BERT-based embeddings perform best for rare labels.

14 citations

statistical modelmachine learning (classical)

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