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cs.CL2025
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
Yunpeng Xiao, Carl Yang, Mark Mai +2
Large language models (LLMs) show promise for clinical use. They are often evaluated using datasets such as MedQA. However, Many medical datasets, such as MedQA, rely on simplified…
cs.CL2025
Understanding and Tackling Label Errors in Individual-Level Nature Language Understanding
Yunpeng Xiao, Youpeng Zhao, Kai Shu
Natural language understanding (NLU) is a task that enables machines to understand human language. Some tasks, such as stance detection and sentiment analysis, are closely related…