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Robust Neural Automated Essay Scoring Using Item Response Theory

Automated essay scoring (AES) is the task of automatically assigning scores to essays as an alternative to human grading. Conventional AES methods typically rely on manually tuned features, which are laborious to effectively develop. To obviate the need for feature engineering, many deep neural netw...

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Detalles Bibliográficos
Autores principales: Uto, Masaki, Okano, Masashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334153/
http://dx.doi.org/10.1007/978-3-030-52237-7_44