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Home/Authors/Simin Huo

Simin Huo

1 indexed paper

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26

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NLP×1AI×1

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2026
Periodic RoPE for Infinite Context LLMs

The paper proposes Periodic RoPE (P-RoPE) combined with a dual-layer attention mechanism to overcome the positional encoding limitations of LLMs, enabling theoretically infinite context understanding.

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Papers

cs.CLcs.AIRecentMay 27, 2026

Periodic RoPE for Infinite Context LLMs

Simin Huo

The paper proposes Periodic RoPE (P-RoPE) combined with a dual-layer attention mechanism to overcome the positional encoding limitations of LLMs, enabling theoretically infinite context understanding.

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