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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Advancing Natural Language Processing in Educational Assessment

Advancing Natural Language Processing in Educational Assessment

Yaneva, Victoria
Von Davier, Matthias

Paperback

Series: Ncme Applications of Educational Measurement and Assessment

General EducationGeneral PsychologyTeaching Instruction

ISBN10: 1032244526
ISBN13: 9781032244525
Publisher: Routledge
Published: Jun 5 2023
Pages: 250
Weight: 1.01
Height: 0.55 Width: 7.00 Depth: 10.00
Language: English

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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General Psychology

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