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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation
PU-DPO treats unmentioned radiology findings as unlabeled rather than negative, using edited contrastive pairs to prevent omission noise from corrupting preference optimization and improving hidden finding recovery.
Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026
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lenient 5/5
medium 9/10
strict 1/5