Deep Learning in Natural Language Processing

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Deep Learning in Natural Language Processing by , Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9789811052095
Publisher: Springer Singapore Publication: May 23, 2018
Imprint: Springer Language: English
Author:
ISBN: 9789811052095
Publisher: Springer Singapore
Publication: May 23, 2018
Imprint: Springer
Language: English

In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural language, robotics, and game playing. In particular, the striking success of deep learning in a wide variety of natural language processing (NLP) applications has served as a benchmark for the advances in one of the most important tasks in artificial intelligence. 

This book reviews the state of the art of deep learning research and its successful applications to major NLP tasks, including speech recognition and understanding, dialogue systems, lexical analysis, parsing, knowledge graphs, machine translation, question answering, sentiment analysis, social computing, and natural language generation from images. Outlining and analyzing various research frontiers of NLP in the deep learning era, it features self-contained, comprehensive chapters written by leading researchers in the field. A glossary of technical terms and commonly used acronyms in the intersection of deep learning and NLP is also provided.

The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers and industrial researchers, as well as anyone interested in deep learning and natural language processing. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural language, robotics, and game playing. In particular, the striking success of deep learning in a wide variety of natural language processing (NLP) applications has served as a benchmark for the advances in one of the most important tasks in artificial intelligence. 

This book reviews the state of the art of deep learning research and its successful applications to major NLP tasks, including speech recognition and understanding, dialogue systems, lexical analysis, parsing, knowledge graphs, machine translation, question answering, sentiment analysis, social computing, and natural language generation from images. Outlining and analyzing various research frontiers of NLP in the deep learning era, it features self-contained, comprehensive chapters written by leading researchers in the field. A glossary of technical terms and commonly used acronyms in the intersection of deep learning and NLP is also provided.

The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers and industrial researchers, as well as anyone interested in deep learning and natural language processing. 

More books from Springer Singapore

Cover of the book Applications of Artificial Intelligence Techniques in Engineering by
Cover of the book Trends and Applications of Serious Gaming and Social Media by
Cover of the book Testing Lecture Comprehension Through Listening-to-summarize Cloze Tasks by
Cover of the book Coal and Biomass Gasification by
Cover of the book Geotechnics for Natural and Engineered Sustainable Technologies by
Cover of the book Prospects of Alternative Transportation Fuels by
Cover of the book Perspectives in Translational Research in Life Sciences and Biomedicine by
Cover of the book Quality Assurance and Institutional Transformation by
Cover of the book Sustainable Electrical Power Resources through Energy Optimization and Future Engineering by
Cover of the book Plug In Electric Vehicles in Smart Grids by
Cover of the book Trends in Software Testing by
Cover of the book Advances in Computer and Computational Sciences by
Cover of the book Application of Infrared to Biomedical Sciences by
Cover of the book Computational Intelligence and Intelligent Systems by
Cover of the book Sustainability and Social Responsibility of Accountability Reporting Systems by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy