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Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Price: $268.02
(as of Dec 24,2024 23:15:58 UTC – Details)
Publisher : Morgan & Claypool (April 17, 2017)
Language : English
Hardcover : 309 pages
ISBN-10 : 1681732351
ISBN-13 : 978-1681732350
Item Weight : 1.62 pounds
Dimensions : 8 x 1 x 9.5 inches
Customers say
Customers find the book easy to read and well-organized. They consider it a good introduction to modern NLP and an interesting reference. However, opinions differ on the introduction, with some finding it useful and interesting as a reference, while others feel the content is basic and elementary.
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Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
In recent years, the field of natural language processing (NLP) has seen significant advancements thanks to the development and application of neural network methods. These methods, which are inspired by the workings of the human brain, have shown great promise in tasks such as machine translation, sentiment analysis, and speech recognition.
This synthesis lecture provides an in-depth overview of the various neural network architectures and algorithms that have been successfully applied to NLP tasks. It covers topics such as word embeddings, recurrent neural networks, convolutional neural networks, and attention mechanisms.
The authors also discuss the challenges and limitations of using neural network methods in NLP, as well as potential future directions for research in this rapidly evolving field.
Whether you are a researcher, practitioner, or student interested in NLP, this synthesis lecture is a valuable resource for understanding the state-of-the-art neural network methods in natural language processing.
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