Neural Network Methods in Natural Language Processing
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…
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Produktdetails
Weitere Autoren: Hirst, Graeme (Hrsg.)
- ISBN: 978-1-62705-298-6
- EAN: 9781627052986
- Produktnummer: 22898523
- Verlag: Morgan & Claypool
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 309 S.
- Masse: H23.5 cm x B19.1 cm x D1.6 cm 582 g
- Gewicht: 582
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