Large-Scale Biomedical Relation Extraction Across Diverse Relation Types: Model Development and Usability Study on COVID-19

Zeyu Zhang   ^{1, 2} , PhD ;   Meng Fang   ³ , PhD ;   Rebecca Wu   ⁴ , BS ;   Hui Zong   ^{1, 5} , PhD ;   Honglian Huang   ¹ , PhD ;   Yuantao Tong   ¹ , PhD ;   Yujia Xie   ¹ , MSc ;   Shiyang Cheng   ¹ , MSc ;   Ziyi Wei   ¹ , MSc ;   M James C Crabbe   ^{6, 7, 8} , PhD ;   Xiaoyan Zhang   ¹ , PhD ;   Ying Wang   ^{1, 2, 3} , PhD

¹ Research Center for Translational Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, China

² Department of Clinical Laboratory Medicine Center, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China

³ Department of Laboratory Medicine, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China

⁴ University of California, Berkeley, Berkeley, CA, United States

⁵ Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China

⁶ Wolfson College, Oxford University, Oxford, United Kingdom

⁷ Institute of Biomedical and Environmental Science & Technology, University of Bedfordshire, Luton, United Kingdom

⁸ School of Life Sciences, Shanxi University, Taiyuan, China