Spelling error correction with soft-masked BERT

S Zhang, H Huang, J Liu, H Li - arXiv preprint arXiv:2005.07421, 2020 - arxiv.org
Spelling error correction is an important yet challenging task because a satisfactory solution
of it essentially needs human-level language understanding ability. Without loss of …

[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 …

[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 …

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 …

[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 …

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 …

Neuspell: A neural spelling correction toolkit

SM Jayanthi, D Pruthi, G Neubig - arXiv preprint arXiv:2010.11085, 2020 - arxiv.org
We introduce NeuSpell, an open-source toolkit for spelling correction in English. Our toolkit
comprises ten different models, and benchmarks them on naturally occurring misspellings …

Spellgcn: Incorporating phonological and visual similarities into language models for chinese spelling check

X Cheng, W Xu, K Chen, S Jiang, F Wang… - arXiv preprint arXiv …, 2020 - arxiv.org
Chinese Spelling Check (CSC) is a task to detect and correct spelling errors in Chinese
natural language. Existing methods have made attempts to incorporate the similarity …

Combining trigram-based and feature-based methods for context-sensitive spelling correction

AR Golding, Y Schabes - arXiv preprint cmp-lg/9605037, 1996 - arxiv.org
This paper addresses the problem of correcting spelling errors that result in valid, though
unintended words (such as``peace''and``piece'', or``quiet''and``quite'') and also the problem …

Survey of automatic spelling correction

D Hládek, J Staš, M Pleva - Electronics, 2020 - mdpi.com
Automatic spelling correction has been receiving sustained research attention. Although
each article contains a brief introduction to the topic, there is a lack of work that would …