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Home/Authors/Shijie Xia

Shijie Xia

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

Zhen Huang1×
Yikun Wang1×
Pengfei Liu1×

Research Timeline

2026
DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

The paper introduces DataOrchestra, a framework for example-specific processing of pretraining data for Large Language Models, achieving stable gains and reducing compute.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIEmpiricalRecentJul 27, 2026

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

Zhen Huang, Yikun Wang, Shijie Xia, Pengfei Liu

The paper introduces DataOrchestra, a framework for example-specific processing of pretraining data for Large Language Models, achieving stable gains and reducing compute.

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