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Anotace knihy

Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Reading Comprehension: Algorithms and Practice performs a deep-dive into MRC, offering a resource on the complex tasks this technology involves. The title presents the fundamentals of NLP and deep learning, before introducing the task, models, and applications of MRC. This volume gives theoretical treatment to solutions and gives detailed analysis of code, and considers applications in real-world industry. The book includes basic concepts, tasks, datasets, NLP tools, deep learning models and architecture, and insight from hands-on experience. In addition, the title presents the latest advances from the past two years of research. Structured into three sections and eight chapters, this book presents the basis of MRC; MRC models; and hands-on issues in application. This book offers a comprehensive solution for researchers in industry and academia who are looking to understand and deploy machine reading comprehension within natural language processing. Presents the first comprehensive resource on machine reading comprehension (MRC)Performs a deep-dive into MRC, from fundamentals to latest developmentsOffers the latest thinking and research in the field of MRC, including the BERT modelProvides theoretical discussion, code analysis, and real-world applications of MRCGives insight from research which has led to surpassing human parity in MRC

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Machine Reading Comprehension
• Podnázev: Algorithms and Practice
• Autor: Chenguang Zhu
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 270
• EAN: 9780323901185
• ID: 33403278
• Nakladatelství: Elsevier - Health Sciences Division
• Hmotnost: 450 g
• Rozměry: 229 × 152 × 14 mm
• Datum vydání: 26. March 2021

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