Dual-scale BERT using multi-trait representations for holistic and trait-specific essay grading

As automated essay scoring (AES) has progressed from handcrafted techniques to deep learning, holistic scoring capabilities have merged. However, specific trait assessment remains a challenge because of the limited depth of earlier methods in modeling dual assessments for holistic and multi-trait ta...

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Bibliographic Details
Main Authors: Minsoo Cho, Jin-Xia Huang, Oh-Woog Kwon
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2024-02-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2023-0324