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Updated: May 15, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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Prompting large language models to extract chemical‒disease relation precisely and comprehensively at the document

Mei Chen1,2, Tingting Zhang1,2, Shibin Wang1,2

  • 1Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE, Minzu University of China, Beijing 100081, China.

Plos One
|April 8, 2025
PubMed
Summary

Large language models show promise for chemical-disease relation extraction, achieving high F1 scores. However, their effectiveness is limited by data scarcity and a tendency to misunderstand biomedical text nuances.

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