NeuPAT uses neuron-level probing to freeze language-critical neurons and regularize shared neurons during multimodal instruction tuning, recovering most lost language performance while keeping multimodal scores comparable.
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NeuPAT: Neuron-aware Plasticity Allocation Tuning for Language-Preserving MLLMs
NeuPAT uses neuron-level probing to freeze language-critical neurons and regularize shared neurons during multimodal instruction tuning, recovering most lost language performance while keeping multimodal scores comparable.