Review of Relation Extraction Methods: What is New Out There?

Abstract. Relation extraction is a part of Information Extraction and an established task in Natural Language Processing. This paper presents an overview of the main directions of research and recent advances in the field. It reviews various techniques used for relation extraction including knowledge-based, supervised and self-supervised methods. We also men-tion applications of relation extraction and identify current trends in the way the field is developing