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An LLM-based multi-agent system for geoscience legacy document processing, knowledge extraction and quality control

delete2026-06-11
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OA
AI
J
Jiyin Zhang
W
Weilin Chen
C
Chenhao Li
X
Xiaogang Ma *
DOI:10.1016/j.acags.2026.100362delete
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Abstract

Abstract

En 中文
• Customizable multi-agent system for automated knowledge extraction in Earth Science. • Automated schema-adaptive workflow for flexible document standardization. • AI generated content quality control through multi-version reflection.
Keywords:
Knowledge extraction
Large language model
Multi-agent system
Earth science
Vocabulary alignment
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Journal

Applied Computing and Geosciences cover
Applied Computing and Geosciences
IF:
3.2
Papers:
159
Citations:
375

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No organization information available