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Deep learning in natural language processing /

Deep learning has revolutionized a number of applications in artificial intelligence, including speech, vision, natural language, game playing, healthcare, and robotics. In particular, the recent striking success of deep learning in a wide variety of Natural Language Processing (NLP) application are...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Deng, Li, (Editor), Liu, Yang, (Editor)
Format: Online Book
Language:English
Published: Singapore : Springer, [2018]
Subjects:
Online Access:Online version
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Description
Summary:Deep learning has revolutionized a number of applications in artificial intelligence, including speech, vision, natural language, game playing, healthcare, and robotics. In particular, the recent striking success of deep learning in a wide variety of Natural Language Processing (NLP) application areas has been taken as a landmark of deep learning in one of the most important tasks in Artificial Intelligence. The book presents the state-of-the-art of deep learning research, and its applications in major NLP tasks including speech recognition, lexical analysis, parsing, knowledge graph, machine translation, information retrieval, question answering, sentiment analysis, social computing, spoken language understanding, and dialogue systems. The self-contained, comprehensive chapters have been written by leading researchers in the field. It appeals undergraduate and graduate students, post-doctoral researchers, lecturers, and industrial researchers and anyone interested in deep learning and natural language processing.
Physical Description:1 online resource (400 pages)
Bibliography:Includes bibliographical references.
ISBN:9789811052095
9811052093
Access:Electronic access restricted to Villanova University patrons.