Author

Satoru Fujii

Yokohama City UniversityORCID 0009-0004-0324-8949Unclaimed 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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Research Focus:benchmarking· 1 Approach:large language model· 1

Frequent Co-Authors

Ka Yin Chin· 1 shared Kei TerayamaiD· 1 shared Shoichi IshidaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ka Yin Chin

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 29, 2025

Assessing the Performance of LLMs in Multimodal Information Extraction for Biological Research: A Case Study on LLPS

Ka Yin Chin, Satoru Fujii, Shoichi Ishida, Kei Terayama

This study evaluates a multimodal LLM workflow for extracting biological information from text and figures, achieving an F1-score of 0.847 using Gemini 2.5 Pro.

DOI 10.1101/2025.10.29.685285

large language modelbenchmarking

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