TY - BOOK AU - Raaijmakers, Stephan TI - Deep learning for natural language processing SN - 9781617295447 U1 - 006.35 RAA PY - 2022/// CY - New York PB - Manning Publications Co. KW - Natural language processing (Computer science) KW - Speech processing systems KW - Machine learning N1 - Includes bibliographical references and index N2 - Explore the most challenging issues of natural language processing, and learn how to solve them with cutting-edge deep learning! Deep learning has advanced natural language processing to exciting new levels and powerful new applications! For the first time, computer systems can achieve "human" levels of summarizing, making connections, and other tasks that require comprehension and context. Deep Learning for Natural Language Processing reveals the groundbreaking techniques that make these innovations possible. You'll learn to use state-of the-art tools and techniques including BERT and XLNET, multitask learning, and deep memory-based NLP. Fascinating examples give you hands-on experience with a variety of real world NLP applications. Plus, the detailed code discussions show you exactly how to adapt each example to your own uses ER -