Yue Zhang, Zhiyang Teng

Gebundenes Buch

Natural Language Processing

A Machine Learning Perspective

Beschreibung

With a machine learning approach and less focus on linguistic details, this natural language processing textbook introduces the fundamental mathematical and deep learning models for NLP in a unified framework. An invaluable, accessible and up-to-date tool for the upper undergraduate and graduate student, with sample code available online.

Autor

Yue Zhang is an associate professor at Westlake University. Before joining Westlake, he worked as a research associate at the University of Cambridge and then a faculty member at Singapore University of Technology and Design. His research interests lie in fundamental algorithms for NLP, syntax, semantics, information extraction, text generation, and machine translation. He serves as an action editor for TACL, and as area chairs of ACL, EMNLP, COLING, and NAACL. He gave several tutorials at ACL, EMNLP and NAACL, and won a best paper award at COLING in 2018.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 484
• Erscheinungstermin: 7. Januar 2021
• Englisch
• Abmessung: 249mm x 192mm x 27mm
• Gewicht: 1190g
• ISBN-13: 9781108420211
• ISBN-10: 1108420214
• Artikelnr.: 60094435