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A Survey of Distant Supervision Methods using PGMs
Relation Extraction refers to the task of populating a database with tuples
of the form , where is a relation and , are
entities. Distant supervision is one such technique which tries to
automatically generate training examples based on an existing KB such as
Freebase. This paper is a survey of some of the techniques in distant
supervision which primarily rely on Probabilistic Graphical Models (PGMs)