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

Ziqi Song, Zongyuan Xiang, James G. Ogg +12

Authoritative scientific knowledge in geoscience remains largely trapped in legacy monographs and historical literature, where unstructured text and complex layouts hinder computat…