MultiClin benchmark shows multiscript-aware evaluation is fairer than single-reference metrics for clinical ASR, and script unification during training yields the best performance.
Yim et al
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Redefining hallucination evaluation for medical SOAP notes to credit clinical reasoning reduces reported hallucination rates from 35% to 9%.
citing papers explorer
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When Multiple Scripts Matter: Evaluating ASR in Clinical Settings
MultiClin benchmark shows multiscript-aware evaluation is fairer than single-reference metrics for clinical ASR, and script unification during training yields the best performance.
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Beyond Literal Summarization: Redefining Hallucination for Medical SOAP Note Evaluation
Redefining hallucination evaluation for medical SOAP notes to credit clinical reasoning reduces reported hallucination rates from 35% to 9%.