Automatic Question Generation(1st Edition)
Authors:
Michael Flor
In Stock: 2 Left
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$0
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 3031920716, 978-3031920714
Book publisher: Springer
Book Price $0 : 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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