Roberto Togneri's Books

Neural Representations of Natural Language

By: Lyndon White,Roberto Togneri,Wei Liu,Mohammed Bennamoun

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Neural Representations of Natural Language

By: Lyndon White,Roberto Togneri,Wei Liu,Mohammed Bennamoun

This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural language. Language is crucially linked to ideas – as Webster’s 1923 “English Composition and Literature” puts it: “A sentence is a group of words expressing a complete thought”. Thus the representation of sentences and the words that make them up is vital in advancing artificial intelligence and other “smart” systems currently being developed. Providing an overview of the research in the area, from Bengio et al.’s seminal work on a “Neural Probabilistic Language Model” in 2003, to the latest techniques, this book enables readers to gain an understanding of how the techniques are related and what is best for their purposes. As well as a introduction to neural networks in general and recurrent neural networks in particular, this book details the methods used for representing words, senses of words, and larger structures such as sentences or documents. The book highlights practical implementations and discusses many aspects that are often overlooked or misunderstood. The book includes thorough instruction on challenging areas such as hierarchical softmax and negative sampling, to ensure the reader fully and easily understands the details of how the algorithms function. Combining practical aspects with a more traditional review of the literature, it is directly applicable to a broad readership. It is an invaluable introduction for early graduate students working in natural language processing; a trustworthy guide for industry developers wishing to make use of recent innovations; and a sturdy bridge for researchers already familiar with linguistics or machine learning wishing to understand the other.

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Page Count

132

Publisher

Springer

Published Date

ISBN 10

9811300623

ISBN 13

9789811300622

Fundamentals of Information Theory and Coding Design

By: Roberto Togneri,Christopher J.S deSilva

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Fundamentals of Information Theory and Coding Design

By: Roberto Togneri,Christopher J.S deSilva

Books on information theory and coding have proliferated over the last few years, but few succeed in covering the fundamentals without losing students in mathematical abstraction. Even fewer build the essential theoretical framework when presenting algorithms and implementation details of modern coding systems. Without abandoning the theoret

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Page Count

385

Publisher

CRC Press

Published Date

ISBN 10

0203998103

ISBN 13

9780203998106

Legacy of Sorrows

By: Roberto Buonaccorsi

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Legacy of Sorrows

By: Roberto Buonaccorsi

Legacy of Sorrows comprises of two stories in one volume. The Witness focuses on the massacre of almost two thousand Italian civilians by the German SS during World War II. A thirteen-year-old boy sees his family killed and the mountain community he lived in eradicated in the most brutal fashion. As he grows into adulthood, he swears vengeance on the perpetrators of this atrocity. Long after the war, he discovers the whereabouts of the SS leaders who were involved. Now he must face a difficult choice. Should he carry out his vow of vengeance? Or should he let it go? The Devil’s Bridge is based on the true story of the friendship between Churchill and Mussolini. After the war, an Italian family living in the UK discovers the whereabouts of the letters that Churchill and Mussolini had once exchanged. Threatened by sinister forces, they attempt to recover the letters and donate them to the Italian Government. But there are many people who don’t want these letters to surface, and who will do anything to keep them buried…

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Page Count

294

Publisher

Thames River Press

Published Date

ISBN 10

1783082496

ISBN 13

9781783082490

Neural Representations of Natural Language

By: Lyndon White,Roberto Togneri,Wei Liu,Mohammed Bennamoun

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Neural Representations of Natural Language

By: Lyndon White,Roberto Togneri,Wei Liu,Mohammed Bennamoun

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

132

Publisher

Springer

Published Date

ISBN 10

9811300623

ISBN 13

9789811300622

Book's by Roberto Togneri

Neural Representations of Natural Language

Neural Representations of Natural Language

Fundamentals of Information Theory and Coding Design

Fundamentals of Information Theory and Coding Design

Legacy of Sorrows

Legacy of Sorrows

Neural Representations of Natural Language

Neural Representations of Natural Language

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