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Machine Learning and Deep Learning in Natural Language Processing

Engelsk Hardback

Machine Learning and Deep Learning in Natural Language Processing

Engelsk Hardback
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Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. Machine Learning and Deep Learning in Natural Language Processing aims at providing a review of current Neural Network techniques in the NLP field, in particular about Conversational Agents (chatbots), Text-to-Speech, management of non-literal content – like emotions, but also satirical expressions – and applications in the healthcare field.

NLP has the potential to be a disruptive technology in various healthcare fields, but so far little attention has been devoted to that goal. This book aims at providing some examples of NLP techniques that can, for example, restore speech, detect Parkinson’s disease, or help psychotherapists.

This book is intended for a wide audience. Beginners will find useful chapters providing a general introduction to NLP techniques, while experienced professionals will appreciate the chapters about advanced management of emotion, empathy, and non-literal content.

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Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. Machine Learning and Deep Learning in Natural Language Processing aims at providing a review of current Neural Network techniques in the NLP field, in particular about Conversational Agents (chatbots), Text-to-Speech, management of non-literal content – like emotions, but also satirical expressions – and applications in the healthcare field.

NLP has the potential to be a disruptive technology in various healthcare fields, but so far little attention has been devoted to that goal. This book aims at providing some examples of NLP techniques that can, for example, restore speech, detect Parkinson’s disease, or help psychotherapists.

This book is intended for a wide audience. Beginners will find useful chapters providing a general introduction to NLP techniques, while experienced professionals will appreciate the chapters about advanced management of emotion, empathy, and non-literal content.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 228
ISBN-13: 9781032264639
Indbinding: Hardback
Udgave:
ISBN-10: 1032264632
Kategori: Robotteknik
Udg. Dato: 18 okt 2023
Længde: 19mm
Bredde: 243mm
Højde: 160mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 18 okt 2023
Forfatter(e):
Forfatter(e)

Kategori Robotteknik

ISBN-13 9781032264639

Sprog Engelsk

Indbinding Hardback

Sider 228

Udgave

Længde 19mm

Bredde 243mm

Højde 160mm

Udg. Dato 18 okt 2023

Oplagsdato 18 okt 2023

Forlag Taylor & Francis Ltd

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