Author

Mengqi Zhang

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#natural language process... Jan 2026

Identifying and Transferring Reasoning-Critical Neurons: Improving LLM Inference Reliability via Activation Steering

AdaRAS (Adaptive Reasoning Activation Steering), a lightweight test-time framework that improves reasoning reliability by selectively intervening on neuron activations during inference, enhancing incorrect reasoning traces while avoiding degradation on already-correct cases.

Fang Dong, Zu-Ming Yan, Xuri Ge et al. · arXiv.org · 5 citations