Author

Martin Binder

Ludwig-Maximilians-Universität MünchenORCID 0009-0008-2578-2869Unclaimed 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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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:large language model· 1

Frequent Co-Authors

Alice Carolyn McHardyiD· 1 shared Curtis HuttenhoweriD· 1 shared Eric A. FranzosaiD· 1 shared Gary RobertsoniD· 1 shared Nasim SafaeiiD· 1 shared Philipp C. MünchiD· 1 shared René Mreches· 1 shared Yichen HaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Alice Carolyn McHardyORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 24, 2025

Comparative Assessment of Large Language Models for Microbial Phenotype Annotation

Philipp C. Münch, Nasim Safaei, René Mreches…·Alice Carolyn McHardy

This study evaluates LLMs for microbial phenotype annotation, finding varied performance across models and traits, with confidence scores correlating with accuracy.

1 citation

bacteria (other)large language model

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