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Deep learning in natural language processing

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Author(s): Deng, Li; Liu, Yang (eds.)
Edition: 1st edition
Publisher: Springer
Year: 2018

Language: English
Pages: 338
Tags: Computer science.;Mathematical statistics.;Artificial intelligence.;Text processing (Computer science);Computational linguistics.;Artificial intelligence;Computational linguistics;Computer science;Mathematical statistics

Content: Chapter 1: A Joint Introduction to Natural Language Processing and to Deep Learning.- Chapter 2: Deep Learning in Conversational Language Understanding.- Chapter 3: Deep Learning in Spoken and Text-Based Dialogue Systems.- Chapter 4: Deep Learning in Lexical Analysis and Parsing.- Chapter 5: Deep Learning in Knowledge Graph.- Chapter 6: Deep Learning in Machine Translation.- Chapter 7: Deep Learning in Question Answering.- Chapter 8: Deep Learning in Sentiment Analysis.- Chapter 9: Deep Learning in Social Computing.- Chapter 10: Deep Learning in Natural Language Generation from Images.- 11. Epilogue: Frontiers of NLP in the Deep Learning Era.