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 …

On the (in) effectiveness of large language models for chinese text correction

Y Li, H Huang, S Ma, Y Jiang, Y Li, F Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Recently, the development and progress of Large Language Models (LLMs) have amazed
the entire Artificial Intelligence community. As an outstanding representative of LLMs and the …

Automatic Essay Evaluation Technologies in Chinese Writing—A Systematic Literature Review

H Yang, Y He, X Bu, H Xu, W Guo - Applied Sciences, 2023 - mdpi.com
Automatic essay evaluation, an essential application of natural language processing (NLP)
technology in education, has been increasingly employed in writing instruction and …

[PDF][PDF] Correcting Chinese spelling errors with phonetic pre-training

R Zhang, C Pang, C Zhang, S Wang, Z He… - Findings of the …, 2021 - aclanthology.org
Chinese spelling correction (CSC) is an important yet challenging task. Existing state-ofthe-
art methods either only use a pre-trained language model or incorporate phonological …

PHMOSpell: Phonological and morphological knowledge guided Chinese spelling check

L Huang, J Li, W Jiang, Z Zhang, M Chen… - Proceedings of the …, 2021 - aclanthology.org
Abstract Chinese Spelling Check (CSC) is a challenging task due to the complex
characteristics of Chinese characters. Statistics reveal that most Chinese spelling errors …

The past mistake is the future wisdom: Error-driven contrastive probability optimization for Chinese spell checking

Y Li, Q Zhou, Y Li, Z Li, R Liu, R Sun, Z Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
Chinese Spell Checking (CSC) aims to detect and correct Chinese spelling errors, which are
mainly caused by the phonological or visual similarity. Recently, pre-trained language …

A robust deep learning enabled semantic communication system for text

X Peng, Z Qin, D Huang, X Tao, J Lu… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
With the advent of the 6G era, the concept of semantic communication has attracted
increasing attention. Compared with conventional communication systems, semantic …

[PDF][PDF] Dynamic connected networks for Chinese spelling check

B Wang, W Che, D Wu, S Wang, G Hu… - Findings of the …, 2021 - aclanthology.org
Chinese spelling check (CSC) is a task to detect and correct spelling errors in Chinese text.
Most state-of-the-art works on the CSC task adopt a BERT-based non-autoregressive …

[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 …

SpellBERT: A lightweight pretrained model for Chinese spelling check

T Ji, H Yan, X Qiu - Proceedings of the 2021 conference on …, 2021 - aclanthology.org
Abstract Chinese Spelling Check (CSC) is to detect and correct Chinese spelling errors.
Many models utilize a predefined confusion set to learn a mapping between correct …