Arno De Caigny

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.

We introduce CORE, a dataset for few-shot relation classification (RC) focused on company relations and business entities. CORE includes 4,708 instances of 12 relation types with corresponding textual evidence extracted from company Wikipedia pages. Company names and business entities pose a challen…