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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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245 0 0 |a Deep learning in natural language processing /  |c Li Deng, Yang Liu, editors. 
264 1 |a Singapore :  |b Springer,  |c [2018] 
264 4 |c ©2018 
300 |a 1 online resource (400 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references. 
506 |a Electronic access restricted to Villanova University patrons. 
520 8 |a 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. 
588 0 |a Print version record. 
650 0 |a Natural language processing (Computer science) 
650 0 |a Computational linguistics. 
650 0 |a Artificial intelligence. 
650 7 |a LANGUAGE ARTS & DISCIPLINES / Linguistics / Historical & Comparative  |2 bisacsh 
650 7 |a COMPUTERS / General.  |2 bisacsh 
650 7 |a Artificial intelligence.  |2 fast  |0 (OCoLC)fst00817247 
650 7 |a Computational linguistics.  |2 fast  |0 (OCoLC)fst00871998 
650 7 |a Natural language processing (Computer science)  |2 fast  |0 (OCoLC)fst01034365 
655 4 |a Electronic books. 
700 1 |a Deng, Li,  |e editor. 
700 1 |a Liu, Yang,  |e editor. 
710 2 |a SpringerLink (Online service) 
776 0 8 |i Print version:  |a Deng, Li.  |t Deep learning in natural language processing.  |d Singapore : Springer Singapore 2017  |z 9789811052088  |w (OCoLC)1005734596 
856 4 0 |z Online version  |u http://ezproxy.villanova.edu/login?URL=http://link.springer.com/10.1007/978-981-10-5209-5 
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