Machine Learning And Deep Learning In Natural Language Processing (Hb 2024) at Meripustak

Machine Learning And Deep Learning In Natural Language Processing (Hb 2024)

Books from same Author: Pillai A S

Books from same Publisher: CRC Press

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  • General Information  
    Author(s)Pillai A S
    PublisherCRC Press
    Edition1st Edition
    ISBN9781032264639
    Pages228
    BindingHardcover
    LanguageEnglish
    Publish YearOctober 2023

    Description

    CRC Press Machine Learning And Deep Learning In Natural Language Processing (Hb 2024) by Pillai A S

    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.