Author

P. Pipek

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Ecology· 1

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

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A. Castro· 1 shared C. Capinha· 1 shared J. Pinto· 1 shared L. Reino· 1 shared

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2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

A. Castro

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1 paper

Recent·Most cited

Large language models overcome the challenges of unstructured text data in ecology

A. Castro, J. Pinto, L. Reino, P. Pipek, C. Capinha

This study evaluates three large language models for automating ecological data extraction from text, finding GPT 4 performs best across tasks with high accuracy.

Ecological Informatics · Sep 1, 2024Peer-reviewedEcology