Direct Preference Optimization for Suppressing Hallucinated Prior Exams
in Radiology Report Generation

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Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation

10 June 2024

Subathra Adithan

Pranav Rajpurkar

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Papers citing "Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation"

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Title
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 114 0 0 27 Sep 2025
LiPO: Listwise Preference Optimization through Learning-to-RankNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Tianqi Liu Zhen Qin Junru Wu Jiaming Shen Misha Khalman ... Mohammad Saleh Simon Baumgartner Jialu Liu Peter J. Liu Xuanhui Wang 485 75 0 28 Jan 2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu Peng Xia Yun Li Hongtu Zhu Sheng Wang Huaxiu Yao 352 10 0 09 Dec 2024
ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology ReportsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (PSB), 2024 Vishwanatha M. Rao Serena Zhang J. N. Acosta Subathra Adithan Pranav Rajpurkar MedIm 163 6 0 17 Sep 2024