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Home/Authors/Manas Mehta

Manas Mehta

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

NLP×1

Frequent co-authors

Fangcong Yin1×
Greg Durrett1×

Research Timeline

2026
Randomized YaRN Improves Length Generalization for Long-Context Reasoning

The paper proposes Randomized YaRN, a training method that improves length generalization in large language models by exposing them to out-of-distribution positional representations during training on short context data.

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Papers

cs.CLEmpiricalRecentJun 22, 2026

Randomized YaRN Improves Length Generalization for Long-Context Reasoning

Manas Mehta, Fangcong Yin, Greg Durrett

The paper proposes Randomized YaRN, a training method that improves length generalization in large language models by exposing them to out-of-distribution positional representations during training on…

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