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Neural Networks for Natural Language Processing

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Title: Neural Networks for Natural Language Processing
Description: Information in today's advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of this data to make it more valuable. NLP improves the interaction between humans and computers, yet there remains a lack of research that focuses on the practical implementations of this trending approach. Neural Networks for Natural Language Processing is a collection of innovative research on the methods and applications of linguistic information processing and its computational properties. This publication will support readers with performing sentence classification and language generation using neural networks, apply deep learning models to solve machine translation and conversation problems, and apply deep structured semantic models on information retrieval and natural language applications. While highlighting topics including deep learning, query entity recognition, and information retrieval, this book is ideally designed for research and development professionals, IT specialists, industrialists, technology developers, data analysts, data scientists, academics, researchers, and students seeking current research on the fundamental concepts and techniques of natural language processing.
Authors: Sumathi S., Janani M.
Resource Type: eBook.
Subjects: Natural language processing (Computer science), Neural networks (Computer science)
Categories: COMPUTERS / Artificial Intelligence / Natural Language Processing, COMPUTERS / General, COMPUTERS / Data Science / Neural Networks
Database: eBook Collection (EBSCOhost)
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PubType: eBook
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  Data: Information in today's advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of this data to make it more valuable. NLP improves the interaction between humans and computers, yet there remains a lack of research that focuses on the practical implementations of this trending approach. Neural Networks for Natural Language Processing is a collection of innovative research on the methods and applications of linguistic information processing and its computational properties. This publication will support readers with performing sentence classification and language generation using neural networks, apply deep learning models to solve machine translation and conversation problems, and apply deep structured semantic models on information retrieval and natural language applications. While highlighting topics including deep learning, query entity recognition, and information retrieval, this book is ideally designed for research and development professionals, IT specialists, industrialists, technology developers, data analysts, data scientists, academics, researchers, and students seeking current research on the fundamental concepts and techniques of natural language processing.
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RecordInfo BibRecord:
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      – Code: 006.32
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Natural language processing (Computer science)
        Type: general
      – SubjectFull: Neural networks (Computer science)
        Type: general
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      – TitleFull: Neural Networks for Natural Language Processing
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          Name:
            NameFull: Sumathi S.
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            NameFull: Janani M.
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            NameFull: Sumathi S.
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2020
            – D: 19
              M: 12
              Type: profile
              Y: 2019
          Identifiers:
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              Value: 9781799811596
            – Type: isbn-electronic
              Value: 9781799811619
            – Type: isbn-electronic
              Value: 9781799811626
          Titles:
            – TitleFull: Neural Networks for Natural Language Processing
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