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Papers by Guangjun Yu

Findings

2026.findings-acl

PrinciplismQA
philosophy-grounded approach
Principlism
systematic methodology
LLM assessment design
expert-calibrated pipeline
knowledge-oriented training
accuracy
knowledge accuracy
ethical reasoning assessment

2026

Responsible & Trustworthy NLP

1 papers

PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment (2026.findings-acl)

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Chang Hong, Minghao Wu, Qingying Xiao, Yuchi Wang, Xiang Wan, Guangjun Yu, Benyou Wang, Yan Hu

Responsible & Trustworthy NLP

Challenge:	Existing benchmarks lack systematic approaches to integrate philosophical frameworks and expert validation for ethical reasoning assessment.
Approach:	They propose a philosophy-grounded approach to assess medical ethics alignment . PrinciplismQA comprises 3,648 expert-validated questions spanning knowledge assessment and clinical reasoning .
Outcome:	PrinciplismQA provides a philosophy-grounded approach to assessing medical ethics alignment.

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