Author

Fiona Haixin Chen

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Bioinformatics· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:large language model· 1

Frequent Co-Authors

Danqing YiniD· 1 shared Darren Wan Ho Pun· 1 shared Joshua W. K. HoiD· 1 shared Julie Yujin Kwon· 1 shared Matthew Ka Siu Leung· 1 shared Xinyi LiniD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Danqing YinORCID

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1 paper

Recent·Most cited

Can large language models reliably extract human disease genes from full-text scientific literature?

Danqing Yin, Matthew Ka Siu Leung, Darren Wan Ho Pun, Fiona Haixin Chen, Julie Yujin Kwon, Xinyi Lin, Joshua W. K. Ho

This paper benchmarks three LLMs for extracting gene-disease-phenotype relationships from biomedical texts, finding GPT-4o achieves 88.8% accuracy using zero-shot prompting.

bioRxiv · Jul 27, 2025 · PreprintBioinformatics