Détails de l’annonce

Titre: Natural Language Processing
Condition: Neuf
Sous titres: A Machine Learning Perspective
Auteur: Zhiyang Teng, Yue Zhang
Format: Relié
EAN: 9781108420211
ISBN: 9781108420211
Publisher: Cambridge University Press
Genre: Computing & Internet
Sujet: Language & Reference
Date de publication: 2021-01-07
Description: 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. Rich connections are drawn between concepts throughout the book, equipping students with the tools needed to establish a deep understanding of NLP solutions, adapt existing models, and confidently develop innovative models of their own. Featuring a host of examples, intuition, and end of chapter exercises, plus sample code available as an online resource, this textbook is an invaluable tool for the upper undergraduate and graduate student.
Sujet: Anglais
Pays/Région de fabrication: GB
Item Height: 252
Item Length: 193.00
Item Width: 27.00
Poids: 1190g
Année de publication: 2021

Information manquante?

Veuillez nous contacter pour toute information manquante, nous l’ajouterions volontiers dans notre description.