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 of the book…
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Produktdetails
- ISBN: 978-1-68173-155-1
- EAN: 9781681731551
- Produktnummer: 23060814
- Verlag: Morgan & Claypool Publishers
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 309 S.
- Plattform: EPUB
- Masse: 6'717 KB
- Auflage: 1. Auflage
Über den Autor
Bar Ilan University
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