《Natural Language Processing》是Cambridge University Press出版的圖書，作者是Yue Zhang，Zhiyang Teng
基本介紹
- ISBN：9781108420211
- 作者：Yue Zhang、Zhiyang Teng
- 出版社：Cambridge University Press
- 出版時間：2021年1月1日
- 頁數：470
- 裝幀：Hardcover
內容簡介
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. To...(展開全部) 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, text classification and structured prediction models, generative and discriminative models, supervised and unsupervised learning with latent variables, neural networks, and transition-based methods
