Author

Emily B. Armstrong

Oxford Brookes UniversityORCID 0009-0009-5575-9704Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:large language model· 1

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Alex WilsoniD· 1 shared Andrew BrowniD· 1 shared Andrew K. JonesiD· 1 shared Angela HaywardiD· 1 shared Ben LambertiD· 1 shared Chris BassiD· 1 shared Cristina BotíasiD· 1 shared Dara Anne StanleyiD· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Alex WilsonORCID

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1 paper

Recent·Most cited

EcologyEcological InformaticsPeer-reviewedMay 21, 2026

MetaBeeAI: an AI pipeline for structured evidence extraction from biological literature

Rachel H. Parkinson, Henry Cerbone, Mikael Mieskolainen…·Stephen J. Roberts

MetaBeeAI extracts structured evidence from biological literature using a modular LLM pipeline with expert validation, improving consistency and reproducibility across studies.

1 citation

deep learninglarge language model