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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Mingfang Zhu

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Book Open access Aug 2026

AutoSchema: Self-Prompted Schema Induction and Evidence-Grounded Extraction for Materials Science Literature

Scientific papers in materials science contain critical experimental details (e.g., reagents, synthesis conditions, and measured properties) for building structured databases and enabling downstream analysis, but large-scale structured extraction remains difficult. Classic rule-based systems rely on hand-written patter...

Mingfang Zhu, Yixin Chen, Zhiling Zheng · 0 citations

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