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Knowledge-augmented Methods for Natural Language Processing

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Book Synopsis Knowledge-augmented Methods for Natural Language Processing by : Meng Jiang

Download or read book Knowledge-augmented Methods for Natural Language Processing written by Meng Jiang. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Knowledge Augmented Methods for Natural Language Processing and Beyond

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Release : 2023
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Kind : eBook
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Book Synopsis Knowledge Augmented Methods for Natural Language Processing and Beyond by : Wenhao Yu

Download or read book Knowledge Augmented Methods for Natural Language Processing and Beyond written by Wenhao Yu. This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt:

Deep Learning for Natural Language Processing

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Release : 2022-11-29
Genre : Computers
Kind : eBook
Book Rating : 442/5 ( reviews)

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Book Synopsis Deep Learning for Natural Language Processing by : Stephan Raaijmakers

Download or read book Deep Learning for Natural Language Processing written by Stephan Raaijmakers. This book was released on 2022-11-29. Available in PDF, EPUB and Kindle. Book excerpt: Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply deep learning methods to natural language processing (NLP) to interpret and use text effectively. In this insightful book, NLP expert Stephan Raaijmakers distills his extensive knowledge of the latest state-of-the-art developments in this rapidly emerging field. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Representation Learning for Natural Language Processing

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Release : 2020-07-03
Genre : Computers
Kind : eBook
Book Rating : 737/5 ( reviews)

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Book Synopsis Representation Learning for Natural Language Processing by : Zhiyuan Liu

Download or read book Representation Learning for Natural Language Processing written by Zhiyuan Liu. This book was released on 2020-07-03. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.

Natural Language Processing

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Release : 2013-12-30
Genre : Computers
Kind : eBook
Book Rating : 776/5 ( reviews)

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Book Synopsis Natural Language Processing by : Ela Kumar

Download or read book Natural Language Processing written by Ela Kumar. This book was released on 2013-12-30. Available in PDF, EPUB and Kindle. Book excerpt: Covers all aspects of the area of linguistic analysis and the computational systems that have been developed to perform the language analysis. The book is primarily meant for post graduate and undergraduate technical courses.

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