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Zongyuan Xiang

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Preprint Aug 2026

HERMES: a multi-agent framework for structured knowledge extraction from ultra-long documents in geoscience

Authoritative scientific knowledge in geoscience remains largely trapped in legacy monographs and historical literature, where unstructured text and complex layouts hinder computational access. We introduce HERMES, a scalable multi-agent framework that extracts structured data from ultra-long scientific documents. Usin...

Ziqi Song, Zongyuan Xiang, James G. Ogg et al. · 0 citations

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