Semantic Relations and Deep Learning

The second edition of "Semantic Relations Between Nominals" (by Vivi Nastase, Stan Szpakowicz, Preslav Nakov and Diarmuid \'O S\'eaghdha) will be published by Morgan & 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 Morgan & Claypool.