Author

Delaney A. Smith

ORCID 0000-0002-8687-7342Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Organism:human· 1 Assay:protein sequence· 1 Approach:statistical model· 1

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Betty XiongiD· 1 shared Gowri NayariD· 1 shared Kristy A. CarpenteriD· 1 shared Russ Biagio AltmaniD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 12, 2025

Exposing the Molecular Reaction Blind Spots of LLMs with PathwayQA

Gowri Nayar, Kristy A. Carpenter, Delaney A. Smith…·Russ Biagio Altman

This study evaluates LLMs' ability to infer biochemical reactions and disease associations from protein pathways, finding poor performance and introducing a benchmark dataset.

DOI 10.1101/2025.08.12.669911

humanprotein sequence

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