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Experimental results demonstrate that ReAgent effectively identifies inconsistencies between reported research findings and their supporting repository evidence, enabling transparent evidence traceability.
Dual-stage Native Attribution (DNA) is proposed, a coarse-to-fine framework that follows this hierarchy without additional neural-network training that achieves 89.11% end-to-end attribution accuracy on a task where random guessing accuracy is below 1% and outperforms the strongest baseline by 33.81% even when AEDR is...
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