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multi-scale scaling
multi-scale scaling
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low-rank expert
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orthogonal subspace
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low-rank adaptation
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parameter-efficient fine-tuning
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SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling
ACL 2026
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