Author

René Mreches

Helmholtz Centre for Infection Research

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Bioinformatics· 1

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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 Martin BinderiD· 1 shared Nasim SafaeiiD· 1 shared Philipp C. MünchiD· 1 shared Yichen HaniD· 1 shared

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2025-2025 · peak 1/yr

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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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