22 citations · 24 across the 6 of their papers we have counts for
6 papers
EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs
Yuzhang Xie, Keqi Han, Yunpeng Xiao +7
Clinical decision-making (CDM) is central to real-world clinical workflows, where clinicians infer diagnoses, select treatments, or anticipate future health outcomes under incomple…
"Everyone Else Does It": The Rise of Preprinting Culture in Computing Disciplines
Kyrie Zhixuan Zhou, Justin Eric Chen, Xiang Zheng +3
Preprinting has become a norm in fast-paced computing fields such as artificial intelligence (AI) and human-computer interaction (HCI). In this paper, we conducted semistructured i…
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…
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…
Understanding the concerns and choices of public when using large language models for healthcare
Yunpeng Xiao, Kyrie Zhixuan Zhou, Yueqing Liang +1
Large language models (LLMs) have shown their potential in biomedical fields. However, how the public uses them for healthcare purposes such as medical Q\&A, self-diagnosis, and da…
"Centralized or Decentralized?": Concerns and Value Judgments of Stakeholders in the Non-Fungible Tokens (NFTs) Market
Yunpeng Xiao, Bufan Deng, Siqi Chen +4
Non-fungible tokens (NFTs) are decentralized digital tokens to represent the unique ownership of items. Recently, NFTs have been gaining popularity and at the same time bringing up…