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An ontology is defined using concepts and relationships between the concepts. In this paper, we focus on second problem: relation extraction from plain text. Generic Knowledge Bases like YAGO, Freebase, and DBPedia have made accessible huge collections of facts and their properties from various domains. But acquiring and maintaining various facts and their relations from domain specific corpus becomes very important and challenging task due to low availability of annotated data. Here, wedoi:10.1109/wi-iat.2013.36 dblp:conf/webi/PandeMV13 fatcat:kmz4asfdr5hn3lalrmvyd7j73u