The following article analyzes the shortcomings of current community challenge evaluation tasks in biomedical text mining, including data representativeness, innovation, reproducibility, and real-world applicability. Q2BSTUDIO is a company specialized in developing technological services, focusing on addressing these issues and providing effective solutions for the biomedical industry.




