Work

Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty

Year: 2026

Type: conference-paper

Abstract: Sravanthi Machcha, Sushrita Yerra, Sahil Gupta, Aishwarya Sahoo, Sharmin Sultana, Hong Yu, Zonghai Yao. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Conference of the European Chapter of the Association for Computational Linguistics

DOI: 10.18653/v1/2026.eacl-long.291

Authors: Sravanthi Machcha, Sushrita Yerra, Sahil Gupta, Aishwarya Sahoo, Sharmin Sultana, Hong Yu, Zonghai Yao

Institutions: University of Massachusetts Amherst, University of Massachusetts Lowell, Center for Health Optimization and Implementation Research

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

Open Access status: hybrid

OpenAlex ID: W7140135941

FWCI: 46.65

Cites:

Cited by: 5

Related to: 10