ABC-Fusion: Adapter-based BERT-level confusion set fusion approach for Chinese spelling correction

J Xie, K Dang, J Liu, E Liang - Computer Speech & Language, 2024 - Elsevier
Chinese spelling correction (CSC) aims to automatically detect and correct spelling errors in
Chinese sentences. Recently, the method that combines a pre-trained language model with …

Spelling Correction Using Encoder-Decoder and Damerau-Levenshtein Distance

A Revathi, M Vimaladevi… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
A spell checker is a tool for detecting and correcting various spelling errors. Using memory
and pattern recognition skills, humans find it easy to correct spelling errors. In contrast, for a …

How to Progressively Build Thai Spelling Correction Systems?

A Lertpiya, T Chalothorn, P Buabthong - IEEE Access, 2023 - ieeexplore.ieee.org
Neural-based sequence-to-sequence methods (Seq2Seq) have proven to be highly
effective for Context-sensitive Thai spelling correction. However, they also inherit the …

Chinese Spelling Corrector Is Just a Language Learner

L Jiang, H Wu, H Zhao, M Zhang - Findings of the Association for …, 2024 - aclanthology.org
This paper emphasizes Chinese spelling correction by means of self-supervised learning,
which means there are no annotated errors within the training data. Our intuition is that …

MCSSpell: Optimal Path Selection of Candidate Characters by Integrating Multimodal Information and Copy Mechanism for Chinese Spelling Correction

Q Zhang, C Yang, J Duan, H Wang… - … Conference on Asian …, 2023 - ieeexplore.ieee.org
Chinese spelling correction (CSC) is a traditional Natural Language Processing task that
aims to detect and correct spelling errors in Chinese text. Many advanced studies have …

Misspelling correction with pre-trained contextual language model

Y Hu, X Jing, Y Ko, JT Rayz - 2020 ieee 19th international …, 2020 - ieeexplore.ieee.org
Spelling irregularities, known now as spelling mistakes, have been found for several
centuries. As humans, we are able to understand most of the misspelled words based on …

Ime-spell: Chinese spelling check based on input method

Q Zhao, X Shen, J Yao - Proceedings of the 4th International Conference …, 2020 - dl.acm.org
Intended for reducing manual inspection costs and semantic misunderstandings, Chinese
Spelling Check (CSC) has been investigated extensively in natural language processing …

Correcting Arabic Soft Spelling Mistakes Using Transformers

M Al-Qaraghuli, G Abandah… - 2021 IEEE Jordan …, 2021 - ieeexplore.ieee.org
Spelling mistakes are a common issue in the Arabic language; several techniques have
been used to solve this issue such as confusion matrices, language models, and neural …

Contextual Spelling Correction with Language Model for Low-Resource Setting

N Luitel, N Bekoju, AK Sah… - … Conference on Inventive …, 2024 - ieeexplore.ieee.org
The task of Spell Correction (SC) in low-resource languages presents a significant
challenge due to the availability of only a limited corpus of data and no annotated spelling …

[PDF][PDF] A Framework for Spelling Correction in Persian Language Using Noisy Channel Model.

MH Sheykholeslam, B Minaei-Bidgoli, H Juzi - LREC, 2012 - lrec-conf.org
There are several methods offered for spelling correction in Farsi (Persian) Language.
Unfortunately no powerful framework has been implemented because of lack of a large …