Papers by Jiayou Zhong
Pluralistic Alignment for Healthcare: A Role-Driven Framework (2025.emnlp-main)
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| Challenge: | Existing approaches to align large language models fail to reflect diversity in sensitive domains like healthcare, where personal, cultural, and situational factors shape pluralism. |
| Approach: | They propose a lightweight, generalizable, pluralistic alignment approach to model diverse perspectives and values in open and closed models. |
| Outcome: | The proposed approach advances the pluralistic alignment for all three modes across seven varying-sized open and closed models. |