Paper Summary: COMET (Knowledge Graph Construction) (opens in new tab)

Selected {subject, relation, object} tuples generated by COMET Paper link: This paper describes COMET, a method of generating knowledge bases automatically. Previous work largely focused on encyclopedic knowledge, which has well-defined relationships. This paper, however, focuses on commonsense knowledge. In this paper the authors introduce a “commonsense transformer” which trains on a knowledge base consisting of tuples and a pre-trained language model. Their trained model generates new node...