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Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies, 37)
Published by Morgan & Claypool (edition ), 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Language: English
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Add to basketPaperback. Condition: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.19.
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Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Published by Morgan & Claypool Publishers, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Language: English
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Neural Network Methods in Natural Language Processing
Published by Morgan & Claypool Publishers, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Language: English
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Neural Network Methods for Natural Language Processing
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Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies)
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Neural Network Methods for Natural Language Processing
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Neural Network Methods for Natural Language Processing
Published by Springer International Publishing, 2017
ISBN 10: 303101037X ISBN 13: 9783031010378
Language: English
£ 60.20
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define and train arbitrary neural networks, and is the basis behind the design of contemporary neural network software libraries.The second part of the book (Parts III and IV) introduces more specialized neural network architectures, including 1D convolutional neural networks, recurrent neural networks, conditioned-generation models, and attention-based models. These architectures and techniques are the driving force behind state-of-the-art algorithms for machine translation, syntactic parsing, and many other applications. Finally, we also discuss tree-shaped networks, structured prediction, and the prospects of multi-task learning.
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Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies, 37)
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Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Published by Springer
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Neural Network Methods for Natural Language Processing
Published by Springer International Publishing Apr 2017, 2017
ISBN 10: 303101037X ISBN 13: 9783031010378
Language: English
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
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Add to basketTaschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define and train arbitrary neural networks, and is the basis behind the design of contemporary neural network software libraries.The second part of the book (Parts III and IV) introduces more specialized neural network architectures, including 1D convolutional neural networks, recurrent neural networks, conditioned-generation models, and attention-based models. These architectures and techniques are the driving force behind state-of-the-art algorithms for machine translation, syntactic parsing, and many other applications. Finally, we also discuss tree-shaped networks, structured prediction, and the prospects of multi-task learning. 312 pp. Englisch.
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Neural Network Methods for Natural Language Processing
Published by Springer, Berlin|Springer International Publishing|Morgan & Claypool|Springer, 2017
ISBN 10: 303101037X ISBN 13: 9783031010378
Language: English
£ 53.68
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and fee.
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