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Automated Short-Answer Grading Using Deep Neural Networks and Item Response Theory

Automated short-answer grading (ASAG) methods using deep neural networks (DNN) have achieved state-of-the-art accuracy. However, further improvement is required for high-stakes and large-scale examinations because even a small scoring error will affect many test-takers. To improve scoring accuracy,...

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Detalles Bibliográficos
Autores principales: Uto, Masaki, Uchida, Yuto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334733/
http://dx.doi.org/10.1007/978-3-030-52240-7_61

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