Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning

Rao, Delip; McMahan, Brian

ISBN 10: 1491978236 / ISBN 13: 9781491978238

Published by O'Reilly Media, 2019

About this Item

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Bibliographic Details

Title: Natural Language Processing with PyTorch: ...

Publisher: O'Reilly Media

Publication Date: 2019

Binding: Soft cover

Condition: New

About this title

Synopsis:

Natural language processing (NLP) provides unbounded opportunities for solving interesting problems in artificial intelligence, especially with the availability of flexible deep learning frameworks. With this practical book, developers and data scientists will learn how to implement recently discovered NLP techniques with the open source software library TensorFlow. After providing you with a solid grounding in TensorFlow, you'll learn deep learning algorithms for building applications involving semantic representation of texts via embeddings, sequence modeling using RNNs, LSTMs, and GRUs, and sequence-to-sequence modeling for applications such as Question Answering, Summarization, and Machine Translation. If you have some background in machine learning, this book will help you explore the intersection of NLP and practical aspects of deep learning.

About the Author:

Delip Rao is a machine learning and natural language processing researcher focused on building AI solutions for consumers and businesses. He has worked on NLP and ML research problems involving semi-supervised learning, graph-based ranking, sequence learning, distributed machine learning, and more, and has published several highly cited papers in these areas.