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Advancing Natural Language Processing in Educational Assessment (Paperback)
Loot Price: R1,246
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Advancing Natural Language Processing in Educational Assessment (Paperback)
Series: NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT
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Advancing Natural Language Processing in Educational Assessment
examines the use of natural language technology in educational
testing, measurement, and assessment. Recent developments in
natural language processing (NLP) have enabled large-scale
educational applications, though scholars and professionals may
lack a shared understanding of the strengths and limitations of NLP
in assessment as well as the challenges that testing organizations
face in implementation. This first-of-its-kind book provides
evidence-based practices for the use of NLP-based approaches to
automated text and speech scoring, language proficiency assessment,
technology-assisted item generation, gamification, learner
feedback, and beyond. Spanning historical context, validity and
fairness issues, emerging technologies, and implications for
feedback and personalization, these chapters represent the most
robust treatment yet about NLP for education measurement
researchers, psychometricians, testing professionals, and
policymakers.
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