Guoqi Ma

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.

Fake news detection gets a boost: RASR leverages retrieval-augmented semantic reasoning and domain-guided multimodal reasoning to significantly outperform existing methods, achieving up to 0.93% accuracy improvement.