Author

Jiarui Yao

Boston Children's HospitalORCID 0000-0003-0285-9348Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Elizabeth LewisiD· 1 shared Guergana SavovaiD· 1 shared Helen ParkinsoniD· 1 shared Tushar MandloiiD· 1 shared Zinaida PerovaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperCancer Biology

Elizabeth LewisORCID

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1 paper

Recent·Most cited

Extracting knowledge from scientific texts on patient-derived cancer models using Large Language Models: algorithm development and validation

Jiarui Yao, Zinaida Perova, Tushar Mandloi, Elizabeth Lewis, Helen Parkinson, Guergana Savova

This study develops and validates LLM-based methods to extract PDCM-related entities from scientific texts, showing soft prompting improves small open LLMs' performance.

JMIR Bioinformatics and Biotechnology · Jun 30, 2025Peer-reviewedCancer Biology