Before revision:  A new Chapter 5 of the book  discusses relation classification/extraction in the deep-learning paradigm which arose after the first edition appeared.
After revision:  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.