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arXiv 2610.13630 · cs.CL · 2026-10-09

Multi-Stream Attention Residuals

Xiaohan Qin, Xiangdong Zhang, Tuo Dai, Sunan Zou, Huaijin Wu, Yebin Yang, Zhuo Xia, Lin Yao and 2 more

Shanghai Jiao Tong University

In latest · #230 Added on 2026-10-21

One-line takeaway

Multi-Stream Attention Residuals extend depth-wise attention residuals to multiple heads, with sizeable gains at little extra cost.

多流注意力残差把“沿网络深度的注意力”扩展为多头形式,以很小开销带来明显提升。

50HF upvotes
37GitHub stars
0Citations (Semantic Scholar)
51.1Buzz score

Read on arXiv PDF Hugging Face discussion Code

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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