CopySpell: Improving Chinese Spelling Correction Model with Copy Mechanism

J Gao, C Luo, D Liu, Q Lu… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The Chinese Spelling Correction (CSC) task aims to detect and correct spelling errors in
texts. In recent years, BERT-based models have achieved significant breakthroughs in this …

Chinese Spelling Correction as Rephrasing Language Model

L Liu, H Wu, H Zhao - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
This paper studies Chinese Spelling Correction (CSC), which aims to detect and correct
potential spelling errors in a given sentence. Current state-of-the-art methods regard CSC as …

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

L Sheng, Z Xu, X Li, Z Jiang - Journal of King Saud University-Computer …, 2023 - Elsevier
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 …

Two Issues with Chinese Spelling Correction and A Refinement Solution

C Sun, L She, X Lu - Proceedings of the 62nd Annual Meeting of …, 2024 - aclanthology.org
Abstract The Chinese Spelling Correction (CSC) task aims to detect and correct misspelled
characters in Chinese text, and has received lots of attention in the past few years. Most …

Pre-training with Phonetics and glyphs for Chinese Spelling Correction

Y Tao, J Zhang, Z Niu - 2022 IEEE 6th Information Technology …, 2022 - ieeexplore.ieee.org
Spelling error correction is a challenging task. Extensive approaches nowadays either use
rule-based statistics and language models or sequence-to-sequence deep learning …

MDCSpell: A multi-task detector-corrector framework for Chinese spelling correction

C Zhu, Z Ying, B Zhang, F Mao - Findings of the Association for …, 2022 - aclanthology.org
Abstract Chinese Spelling Correction (CSC) is a task to detect and correct misspelled
characters in Chinese texts. CSC is challenging since many Chinese characters are visually …

[引用][C] Chinese spelling correction method based on ChineseBert

F Cui, J Qiang, Y Zhu, Y Li - Journal of Nanjing University (Natural …, 2023 - jns.nju.edu.cn
Chinese spelling errors mainly focuse on both phonetic and glyph similar. General
pretrained language models only consider the semantic information of the text, ignoring the …

Chinese Spelling Error Correction Based on Adaptive Pre-training and Multi-Task Learning

W Li, Z Lin - 2022 4th International Conference on Applied …, 2022 - ieeexplore.ieee.org
With the rapid development of computer application technology, more and more information
is transmitted through the text through the network. The number of network texts grows fast …

EdaCSC: Two Easy Data Augmentation Methods for Chinese Spelling Correction

L Sheng, SS Xu - arXiv preprint arXiv:2409.05105, 2024 - arxiv.org
Chinese Spelling Correction (CSC) aims to detect and correct spelling errors in Chinese
sentences caused by phonetic or visual similarities. While current CSC models integrate …

PLOME: Pre-training with misspelled knowledge for Chinese spelling correction

S Liu, T Yang, T Yue, F Zhang… - Proceedings of the 59th …, 2021 - aclanthology.org
Chinese spelling correction (CSC) is a task to detect and correct spelling errors in texts. CSC
is essentially a linguistic problem, thus the ability of language understanding is crucial to this …