When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure
Boyu Xiao, Xiuqi Tian, Xuwen Song, Haochun Wang, Guanchun Song, Sendong Zhao, Bing Qin
- Anthology ID:
- 2026.acl-long.395
- Volume:
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Month:
- July
- Year:
- 2026
- Address:
- San Diego, California, United States
- Editors:
- Maria Liakata, Viviane P. Moreira, Jiajun Zhang, David Jurgens
- Venue:
- ACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 8720–8764
- Language:
- URL:
- https://preview.aclanthology.org/ingest-acl/2026.acl-long.395/
- DOI:
- Cite (ACL):
- Boyu Xiao, Xiuqi Tian, Xuwen Song, Haochun Wang, Guanchun Song, Sendong Zhao, and Bing Qin. 2026. When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8720–8764, San Diego, California, United States. Association for Computational Linguistics.
- Cite (Informal):
- When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure (Xiao et al., ACL 2026)
- PDF:
- https://preview.aclanthology.org/ingest-acl/2026.acl-long.395.pdf