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cs.CR2026
BR-MoE: Budgeted Semantic Release for Privacy-Preserving Traffic Analytics
Abdolazim Rezaei
Traffic cameras support useful analysis, but their outputs can reveal private information. Replacing images with text reduces direct visual exposure. It does not place a formal bou…
cs.CL2026
DischargeBench: Pre-Deployment Evaluation of LLM Discharge Educators through Persona-Grounded Patient Simulation
Won Seok Jang, Zonghai Yao, Youngbin Jang +3
Effective discharge education is personalized: a clinician adapts the discharge plan to each patient's literacy, recall, and personality. Before large language models (LLMs) take o…
cs.AI2026
BUZZY: Contrastive Scoring to Mitigate Text-Induced Bias in Multimodal Multiple-Choice QA
Taeyun Roh, Suhyeong Park, Dongyoung Lee +4
Multimodal multiple-choice question answering (MCQA) provides a standardized and objectively measurable setting for evaluating vision-language models (VLMs). However, because the M…