Author

Katherine A. Martinson

The University of Texas at AustinORCID 0009-0007-0043-2339Unclaimed 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:database / resource· 1 Approach:large language model· 1

Frequent Co-Authors

Arbel HarpakiD· 1 shared Callen M. InmaniD· 1 shared Hans A. HofmanniD· 1 shared Jessica S. Schellenberger· 1 shared Jyotishko KoleyiD· 1 shared Rebecca L. YoungiD· 1 shared Srivi Balaji· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Arbel HarpakORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 24, 2026

trAIt: Species-by-Trait Data Retrieval using Large Language Models

Srivi Balaji, Katherine A. Martinson, Jessica S. Schellenberger…·Arbel Harpak

trAIt uses large language models to retrieve species traits from scientific literature, achieving 47.1% accuracy in a case study, though expert curation remains more accurate.

DOI 10.64898/2026.06.19.732660

large language modeldatabase / resource

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