In this paper, we explore how to incorporate structured domain knowledge, available in the form of a knowledge graph (UMLS), for the Medical NLI task.
we experiment with fusing embeddings obtained from knowledge graph with the state-of-theart approaches for NLI task, which mainly rely on contextual word embeddings.