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Nan Chi

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Open access Jul 2026

Gradient-guided layerwise adaptive noise injection for pre-trained language model fine-tuning

The core idea is to utilize gradient information generated during optimization to dynamically adjust the noise intensity in a layer-wise and real-time manner to provide a simple yet effective solution for optimization-state aware dynamic regularization.

Qinglin Jiang, Cheng Zeng, Nan Chi · 0 citations