作者位次 #4/6ACL 2026Findings· Findings of ACL
C lini CAST : Benchmarking Acoustic Grounding and Text Dominance in Medical Triage
Kyusik Kim · Hyunwoo Yoo · Jaehoon Choi · Kitae Kim · Gail Rosen · Bongwon Suh
摘要
Recent Large Audio-Language Models (LALMs) integrate acoustic capabilities into reasoning, yet whether they reliably ground clinical judgments in audible evidence remains unproven. We introduce CliniCAST ( Clini cal C ontrolled A coustic S ynthetic T riage), a controlled benchmark that disentangl...