Automatic Question Generation

  • CategoryOther
  • TypeE-Books
  • LanguageEnglish
  • Total size3.8 MB
  • Uploaded Byfreecoursewb
  • Downloads55
  • Last checkedJul. 08th '25
  • Date uploadedJul. 07th '25
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Infohash : 7B4BD6E0E54F10E72232ED332D4E8AF431B22B31

Automatic Question Generation



https://WebToolTip.com

English | 2025 | ISBN-10: 3031920716 | 191 pages| Epub PDF (True) | 4 MB

This book provides an overview of the fundamentals of Automatic Question Generation (AQG) for computational linguistics researchers, test developers, and educators. The author presents a variety of AQG system architectures, including generating questions from syntactic analyses, semantic resources, neural architectures, ontologies and knowledge graphs, and large language models. The advantages and pitfalls of a variety of AQG evaluation methods, including multi-aspect ratings by human experts, end-users, as well as crowd-sourcing and automatic evaluation techniques are discussed. The book also provides a roadmap of options for AQG targeted orientation, content selection, and focusing decisions. Machine learning opportunities for training systems to generate questions based on human-generated examples are also explored. This book offers greater depth and breadth than previous surveys of AQG. Readers will gain a comprehensive knowledge of current research, examples of applications of AQG, and inspiration for future directions for innovation and application.

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