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Raciti D, Van Auken K, Arnaboldi V et al. Characterization and automated classification of sentences in the biomedical literature: a case study for biocuration of gene expression and protein kinase activity [version 1; not peer reviewed]. F1000Research 2025, 14:392 (slides) (https://doi.org/10.7490/f1000research.1120120.1)
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Characterization and automated classification of sentences in the biomedical literature: a case study for biocuration of gene expression and protein kinase activity

Daniela Raciti, Kimberly Van Auken, Valerio Arnaboldi, Christopher J. Tabone, Hans-Michael Muller, Paul W. Sternberg1
Author Affiliations
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Published 03 Apr 2025

Characterization and automated classification of sentences in the biomedical literature: a case study for biocuration of gene expression and protein kinase activity

[version 1; not peer reviewed]

Daniela Raciti, Kimberly Van Auken, Valerio Arnaboldi, Christopher J. Tabone, Hans-Michael Muller, Paul W. Sternberg1
Author Affiliations
1 Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
Presented at
18th Annual International Biocuration Conference 2025
Abstract
Competing Interests

No competing interests were disclosed

Keywords
biocuration, biomedical text classification, sentence classification, GPT, LLMs, BERT
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