Semantic Relations and Deep Learning
This is an incremental update to a book chapter, summarizing existing deep learning methods for a specific NLP task.
The paper discusses relation classification and extraction within the deep learning paradigm, as presented in a new chapter of the second edition of a book on semantic relations between nominals.
The second edition of "Semantic Relations Between Nominals" by Vivi Nastase, Stan Szpakowicz, Preslav Nakov and Diarmuid Ó Séaghdha 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.