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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

Oishi Banerjee
Hong-Yu Zhou
Subathra Adithan
Stephen Kwak
Kay Wu
Pranav Rajpurkar
ArXiv (abs)PDFHTML

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

4 / 4 papers shown
Title
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding
Xi Zhang
Zaiqiao Meng
Jake Lever
Edmond S. L. Ho
MedIm
106
0
0
27 Sep 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank
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
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
Kangyu Zhu
Peng Xia
Yun Li
Hongtu Zhu
Sheng Wang
Huaxiu Yao
319
10
0
09 Dec 2024
ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology Reports
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

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