Representation Learning for Natural Language Processing

by Yankai Lin, Zhiyuan Liu, Maosong Sun

Book Overview

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including...

• Format: Paperback
• Language: English
• ISBN: 9811555753
• ISBN13: 9789811555756
• Release Date: September 2020
• Publisher: Springer
• Length: 334 Pages
• Weight: 1.11 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"