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Home/Authors/Ali Jadbabaie

Ali Jadbabaie

1 indexed paper

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Publications per year

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26

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ML×1

Frequent co-authors

Xinyi Wu1×
Siyuan Liu1×

Research Timeline

2026
How Data Shapes RoPE Frequency Usage: From Positional Scale Matching to Length Generalization

This paper explains how Rotary Position Embeddings (RoPE) frequencies in transformer models correspond to the relative-distance structure of training data, and the implications for long-context generalization.

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Papers

cs.LGEmpiricalRecentJul 8, 2026

How Data Shapes RoPE Frequency Usage: From Positional Scale Matching to Length Generalization

Xinyi Wu, Siyuan Liu, Ali Jadbabaie

This paper explains how Rotary Position Embeddings (RoPE) frequencies in transformer models correspond to the relative-distance structure of training data, and the implications for long-context genera…

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