Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies, 37)

Goldberg, Yoav

ISBN 10: 1627052984 ISBN 13: 9781627052986
Published by Morgan & Claypool (edition ), 2017
Used Paperback

From BooksRun, Philadelphia, PA, U.S.A. Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

AbeBooks Seller since 2 February 2016

This specific item is no longer available.

About this Item

Description:

Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Seller Inventory # 1627052984-11-1

Report this item

Synopsis:

Neural networks are a family of powerful machine learning models and this book focuses on their application 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.

About the Author: Yoav Goldberg has been working in natural language processing for over a decade. He is a Senior Lecturer at the Computer Science Department at Bar-Ilan University, Israel. Prior to that, he was a researcher at Google Research, New York. He received his Ph.D. in Computer Science and Natural Language Processing from Ben Gurion University (2011). He regularly reviews for NLP and machine learning venues, and serves at the editorial board of Computational Linguistics. He published over 50 research papers and received best paper and outstanding paper awards at major natural language processing conferences. His research interests include machine learning for natural language, structured prediction, syntactic parsing, processing of morphologically rich languages, and, in the past two years, neural network models with a focus on recurrent neural networks. University of Toronto

"About this title" may belong to another edition of this title.

Bibliographic Details

Title: Neural Network Methods for Natural Language ...
Publisher: Morgan & Claypool (edition )
Publication Date: 2017
Binding: Paperback
Condition: Good

Top Search Results from the AbeBooks Marketplace

Stock Image

Goldberg, Yoav
Published by Morgan & Claypool, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used paperback

Seller: Orion Tech, Kingwood, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

paperback. Condition: Good. Seller Inventory # 1627052984-3-33926162

Contact seller

Buy Used

£ 15.13
Convert currency
Shipping: £ 15.17
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Goldberg, Yoav
Published by Morgan & Claypool Publishers, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used Softcover

Seller: SecondSale, Montgomery, IL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00068790427

Contact seller

Buy Used

£ 15.14
Convert currency
Shipping: £ 25.99
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Goldberg, Yoav
Published by Morgan & Claypool, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used Softcover

Seller: Goodwill of Silicon Valley, SAN JOSE, CA, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: acceptable. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Acceptable condition! Any other included accessories are also in Acceptable condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear such as cover tears discoloration, staining, marks, scuffs, etc. All pages intact. Seller Inventory # GWSVV.1627052984.A

Contact seller

Buy Used

£ 15.20
Convert currency
Shipping: £ 74.27
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Goldberg, Yoav
Published by Morgan & Claypool, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used paperback

Seller: Greenway, Chattanooga, TN, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

paperback. Condition: Good condition. good condition,fast ship. Seller Inventory # 210912

Contact seller

Buy Used

£ 16.45
Convert currency
Shipping: £ 55.70
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Goldberg, Yoav
Published by Morgan & Claypool, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used Softcover

Seller: New Legacy Books, Annandale, NJ, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: VeryGood. Fast shipping and order satisfaction guaranteed. A portion of your purchase benefits Non-Profit Organizations, First Aid and Fire Stations! Seller Inventory # 5FSZKJ000DQY_ns

Contact seller

Buy Used

£ 16.50
Convert currency
Shipping: £ 55.70
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Yoav Goldberg
Published by Morgan & Claypool Publishers, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used Soft cover

Seller: Moe's Books, Berkeley, CA, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Soft cover. Condition: Very good. No jacket. In great condition. Binding is tight and inside is clean and unmarked. Seller Inventory # 1152684

Contact seller

Buy Used

£ 19.89
Convert currency
Shipping: £ 33.42
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Goldberg, Yoav
Published by Morgan & Claypool, 2017
ISBN 10: 1627052984 ISBN 13: 9781627052986
Used Softcover

Seller: LiLi - La Liberté des Livres, CANEJAN, France

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: very good. l'article peut presenter de tres legers signes d'usure, petites rayures ou imperfections esthetiques. vendeur professionnel; envoi soigne en 24/48h. Seller Inventory # 2504180000419

Contact seller

Buy Used

£ 30.37
Convert currency
Shipping: £ 12.64
From France to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket