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Yingte Shu

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Preprint Jul 2026

Convolution for Large Language Models

These results support depthwise convolution as a lightweight complement to self-attention for modeling short-range token interactions and suggest that the convolution makes repeated token IDs more sensitive to their immediate context.

Yuchuan Tian, Yingte Shu, Wei He et al. · 0 citations