2 papers
cs.CL2026
Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage
Shuheng Cao, Ruiqi Chen, Renjie Cao +3
Biomedical NER is deceptively simple for modern LLMs: plausible biomedical mentions are easy to surface, but corpus-convention correctness depends on annotation conventions, span b…
cs.CV2026
Fairness-Aware Fine-Tuning of Vision-Language Models for Medical Glaucoma Diagnosis
Zijian Gu, Yuxi Liu, Zhenhao Zhang +1
Vision-language models achieve expert-level performance on medical imaging tasks but exhibit significant diagnostic accuracy disparities across demographic groups. We introduce fai…