EDMSpell: Incorporating the error discriminator mechanism into chinese spelling correction for the overcorrection problem

Chinese spelling correction (CSC), which is designed to detect and correct typos in the text, is an important and challenging task that has attracted increasing attention. Current CSC models based on pre-trained language models (PLM) show powerful error correction capabilities, but cause the problem...

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Bibliographic Details
Main Authors: Lei Sheng, Zhenxing Xu, Xiaolong Li, Zhansi Jiang
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157823001271