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 …

MCRSpell: A metric learning of correct representation for Chinese spelling correction

C Li, M Zhang, X Zhang, Y Yan - Expert Systems with Applications, 2024 - Elsevier
Chinese spelling correction (CSC) is a difficult but gratifying work that not only helps
individuals read and understand the material in their daily lives but also serves as pre …

Dpcspell: A transformer-based detector-purificator-corrector framework for spelling error correction of bangla and resource scarce indic languages

MH Bijoy, N Hossain, S Islam, S Shatabda - arXiv preprint arXiv …, 2022 - arxiv.org
Spelling error correction is the task of identifying and rectifying misspelled words in texts. It is
a potential and active research topic in Natural Language Processing because of numerous …

Bspell: A cnn-blended bert based bengali spell checker

CR Rahman, MD Rahman, S Zakir, M Rafsan… - arXiv preprint arXiv …, 2022 - arxiv.org
Bengali typing is mostly performed using English keyboard and can be highly erroneous
due to the presence of compound and similarly pronounced letters. Spelling correction of a …

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model

Y Cao, L He, Z Wu, X Dai - 2023 International Joint Conference …, 2023 - ieeexplore.ieee.org
BERT-based models have shown a remarkable ability in the Chinese Spelling Check (CSC)
task recently. However, traditional BERT-based methods still suffer from two limitations. First …

[PDF][PDF] Global attention decoder for Chinese spelling error correction

Z Guo, Y Ni, K Wang, W Zhu, G Xie - Findings of the Association …, 2021 - aclanthology.org
Recent progress has been made in using BERT framework for Chinese spelling error
correction (CSC). However, most existing methods correct words based on local contextual …

uChecker: Masked pretrained language models as unsupervised Chinese spelling checkers

P Li - arXiv preprint arXiv:2209.07068, 2022 - arxiv.org
The task of Chinese Spelling Check (CSC) is aiming to detect and correct spelling errors that
can be found in the text. While manually annotating a high-quality dataset is expensive and …

PERCORE: A Deep Learning-Based Framework for Persian Spelling Correction with Phonetic Analysis

SMS Dashti, A Khatibi Bardsiri… - International Journal of …, 2024 - Springer
This research introduces a state-of-the-art Persian spelling correction system that
seamlessly integrates deep learning techniques with phonetic analysis, significantly …

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 …

Visual and Phonological Feature Enhanced Siamese BERT for Chinese Spelling Error Correction

Y Liu, H Guo, S Wang, T Wang - Applied Sciences, 2022 - mdpi.com
Chinese Spelling Check (CSC) aims to detect and correct spelling errors in Chinese. Most
CSC models rely on human-defined confusion sets to narrow the search space, failing to …