before_revision: The second edition of "Semantic Relations Between Nominals" ( by Vivi Nastase, Stan Szpakowicz, Preslav Nakov and Diarmuid 'O S'eaghdha ) will be published  by URLan & Claypool . A new Chapter 5 of the book  discusses relation classification/extraction in the deep-learning paradigm which arose after the first edition appeared. This is a preview of Chapter 5, made public by the kind permission of URLan & Claypool.
after_revision: The second edition of "Semantic Relations Between Nominals" by Vivi Nastase, Stan Szpakowicz, Preslav Nakov and Diarmuid 'O S'eaghdha will be published early in 2021 by URLan & Claypool URL A new Chapter 5 of the book , by Vivi Nastase and Stan Szpakowicz, discusses relation classification/extraction in the deep-learning paradigm which arose after the first edition appeared. This is Chapter 5, made public by the kind permission of URLan & Claypool.
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