A Hierarchical BERT-Based Transfer Learning Approach for Multi-Dimensional Essay Scoring

The task of automated essay scoring (AES) continues to attract interdisciplinary attention due to its commercial and educational importance as well as related research challenges. Traditional AES approaches rely on handcrafted features, which are time-consuming and labor-intensive. Neural network ap...

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Bibliographic Details
Main Authors: Jin Xue, Xiaoyi Tang, Liyan Zheng
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9530411/