Representation Learning for Natural Language Processing

by Yankai Lin, Zhiyuan Liu, Maosong Sun

Book Overview

This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-training techniques. Part II then introduces the related...

• Format: Paperback
• Language: English
• ISBN: 981991602X
• ISBN13: 9789819916023
• Release Date: August 2023
• Publisher: Springer
• Length: 521 Pages
• Weight: 1.66 lbs.
• Dimensions: 1.1" x 6.1" x 9.2"