Hongyao Tu

Achieving unprecedented accuracy in Open Relation Extraction, ReaORE outperforms traditional methods by effectively distinguishing between easily confused relations through advanced reasoning techniques.

LLMs struggle with cross-document relation extraction because of the sheer number of possible relations, but a hierarchical classification approach can unlock their potential.