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Benjamin M. Mervak

2 accepted papers

2025

CLEAR: A Clinically Grounded Tabular Framework for Radiology Report Evaluation

EMNLP 2025

Existing metrics often lack the granularity and interpretability to capture nuanced clinical differences between candidate and ground-truth radiology reports, resulting in suboptimal evaluation. We introduce a **Cl**inically grounded tabular framework with **E**xpert-curated labels and **A**ttribute

2025

GPT-4V Cannot Generate Radiology Reports Yet

NAACL 2025findings

GPT-4’s purported strong multimodal abilities raise interests in using it to automate radiology report writing, but there lacks thorough evaluations. In this work, we perform a systematic evaluation of GPT-4 (4o and vision-preview) in generating radiology reports across three chest X-ray report benc…

Cited by 3SourcePDFScholar