Runnan Fang
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126
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NLP×1AI×1Info Retrieval×1ML×1
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2026
Exploring Autonomous Agentic Data Engineering for Model Specialization
The paper introduces Autonomous Agentic Data Engineering, demonstrating that LLMs can autonomously plan and optimize end-to-end data curation pipelines, leading to substantial performance gains in specialized models.
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cs.CLcs.AIcs.IRRecentMay 28, 2026
Exploring Autonomous Agentic Data Engineering for Model Specialization
Yujie Luo, Xiangyuan Ru, Jingsheng Zheng, Jingjing Wang +9 more
The paper introduces Autonomous Agentic Data Engineering, demonstrating that LLMs can autonomously plan and optimize end-to-end data curation pipelines, leading to substantial performance gains in spe…
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