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2025 1

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Efficient Medical VIE via Reinforcement Learning

cs.CL · 2025-06-16 · conditional · novelty 4.0

Using 100 medical images and an RLVR reward that balances precision and recall, the authors push Qwen2.5-VL-7B to a 77.8 field-level F1 on their private 203-image medical test set, above the compared baselines.

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  • Efficient Medical VIE via Reinforcement Learning cs.CL · 2025-06-16 · conditional · none · ref 5

    Using 100 medical images and an RLVR reward that balances precision and recall, the authors push Qwen2.5-VL-7B to a 77.8 field-level F1 on their private 203-image medical test set, above the compared baselines.