Login       My Wishlist
  My Cart
$0.00 / 0 items
 
Translate This Website
International Translation Network
 
International Access
Global Shipping Options Available
Home About Us News Our Blog Our Catalog My Cart My Account Track Shippment Contact Us
  Our Catalog   Computers & Technology

Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)


Super Savings Item! Free Shipping Included! Save 40% on the Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies) by Morgan & Claypool Publishers at Translate This Website. Hurry! Limited time offer. Offer valid only while supplies last. Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language


Product Description

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.

Additional Information

Manufacturer:Morgan & Claypool Publishers
Publisher:Morgan & Claypool Publishers
Studio:Morgan & Claypool Publishers
EAN:9781627052986
Item Size:0.65 x 9.25 x 9.25 inches
Package Weight:1.15 pounds
Package Size:7.56 x 0.71 x 0.71 inches

Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies) by Morgan & Claypool Publishers

Buy Now:
Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)

Brand: Morgan & Claypool Publishers
Condition: New
Lead Time: 1 - 2 Business Days
Availability: In Stock
$74.95
$45.55
You Save: 39%


Quantity:  

 


 


Have questions about this item, or would like to inquire about a custom or bulk order?


If you have any questions about this product by Morgan & Claypool Publishers, contact us by completing and submitting the form below. If you are looking for a specif part number, please include it with your message.

First Name:
Last Last:
Email Address:
Your Message:

Related Best Sellers


mpn: black & white tables, figures, ean: 9780073191461, isbn: 0073191469,
Introduction to Languages and the Theory of Computation helps students make the connection between the practice of computing and an understanding of the profound ideas that defines it. The book's organization and the author's ability to explain compl...

mpn: 9780321563842, ean: 9780321563842, isbn: 0321563840,
This book features an enhanced, layflat binding, which allows the book to stay open more easily when placed on a flat surface. This special binding method—noticeable by a small space inside the spine—also increases durability. C++11 has arrived: ...



Privacy Policy / Terms of Service
© 2018 - translateth.is. All Rights Reserved.