Natural Language Processing: A Machine Learning Perspective

by Zhiyang Teng and Yue Zhang

With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include statistical machine learning and deep learning models,...

• Format: Hardcover
• Language: English
• ISBN: 1108420214
• ISBN13: 9781108420211
• Release Date: February 2021
• Publisher: Cambridge University Press
• Length: 484 Pages
• Weight: 2.60 lbs.
• Dimensions: 1.0" x 7.7" x 9.8"