The second edition of "Semantic Relations Between Nominals" by Vivi Nastase, Stan Szpakowicz, Preslav Nakov and Diarmuid \'O S\'eaghdha has been published in April 2021 by Morgan & Claypool (www.morganclaypoolpublishers.com/catalog_Orig/product_info.php?products_id=1627). 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 Morgan & Claypool.
Cite
@article{arxiv.2009.05426,
title = {Semantic Relations and Deep Learning},
author = {Vivi Nastase and Stan Szpakowicz},
journal= {arXiv preprint arXiv:2009.05426},
year = {2021}
}