Yankai Lin & Zhiyuan Liu 
Representation Learning for Natural Language Processing [EPUB ebook] 

Destek

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions.The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate andgraduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.

€3.83
Ödeme metodları
Bu e-kitabı satın alın ve 1 tane daha ÜCRETSİZ kazanın!
Dil İngilizce ● Biçim EPUB ● ISBN 9789811555732 ● Yayımcı Springer Singapore ● Yayınlanan 2020 ● İndirilebilir 3 kez ● Döviz EUR ● Kimlik 7524316 ● Kopya koruma Adobe DRM
DRM özellikli bir e-kitap okuyucu gerektirir

Aynı yazardan daha fazla e-kitap / Editör

53.515 Bu kategorideki e-kitaplar