Correcting diacritics and typos with a ByT5 transformer model

L Stankevičius, M Lukoševičius, J Kapočiūtė-Dzikienė… - Applied Sciences, 2022 - mdpi.com
Due to the fast pace of life and online communications and the prevalence of English and
the QWERTY keyboard, people tend to forgo using diacritics, make typographical errors …

Crossing linguistic horizons: Finetuning and comprehensive evaluation of vietnamese large language models

ST Truong, DQ Nguyen, T Nguyen, DD Le… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in large language models (LLMs) have underscored their importance
in the evolution of artificial intelligence. However, despite extensive pretraining on …

A vietnamese spelling correction system

TH Nguyen, T Pham, KM Le, M Luong… - … Proceedings of the …, 2023 - dl.acm.org
This paper presents a new Vietnamese spelling correction system that allows users to
correct spelling errors in their text. Our system is an interactive writing assistant that …

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 …

Correcting Wide-Range of Arabic Spelling Mistakes Using Machine Learning and Transformers

RD Hasan, GA Abandah - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Different languages are subject to several types of spelling mistakes. In this paper, we use a
deep neural network machine learning model called transformer to correct wide range of …

A New Method for Vietnamese Text Correction using Sequence Tagging Models

TB Thi, HLN Hoang, HN Thi… - 2023 15th International …, 2023 - ieeexplore.ieee.org
In this paper, we present a new approach for Vietnamese text error correction. A corrector
consists of a Transformer to encode the input sequence, and sequence tag-gers to perform …

Vietnamese Spelling Error Detection and Correction Using BERT and N-gram Language Model

DN Tien, TTT Minh, LL Vu, TD Minh - Intelligent Systems and Networks …, 2022 - Springer
Vietnamese spelling error detection and correction is a crucial task in Natural language
processing, it plays an important role in many different real-world applications. Although …

Vietnamese Electronic Medical Record Management with Text Preprocessing for Spelling Errors

K Tran, A Nguyen, C Vo… - 2022 9th NAFOSTED …, 2022 - ieeexplore.ieee.org
With an important development of information technology, electronic medical records
(EMRs) play a crucial role in medicine and its related fields such as pharmacology …

Detecting spelling errors in Vietnamese administrative document using large language models

N Van Luong - HO CHI MINH CITY OPEN UNIVERSITY …, 2024 - ideas.repec.org
In the context of the emergence of more and more administrative documents, the need to
ensure accuracy and improve the quality of these documents becomes increasingly …