May 22, 2023 Natural Language Processing
A Vietnamese Spelling Correction System
56 minutes
Thien Hai Nguyen, Thinh Pham, Khoi Minh Le, Manh Luong, Nguyen Luong Tran, Hieu Man, Dang Minh Nguyen, Tuan Anh Luu, Thien Huu Nguyen, Hung Bui, Dinh Phung and Dat Quoc Nguyen
IUI 2023
Abstract
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 integrates advanced technologies in natural language processing to (i) identify spelling errors and (ii) replace those errors with their corrected version. To the best of our knowledge, our system is the first Vietnamese spelling correction tool that interacts with the users via Web Interface, Microsoft Word and Chrome extensions to provide the best user experience. We also perform automatic and human evaluations to demonstrate the effectiveness of our system. Our system is publicly available at https://grammar.vinai.io/.
Bibtex
@inproceedings{10.1145/3581754.3584159,
author = {Nguyen, Thien Hai and Pham, Thinh and Le, Khoi Minh and Luong, Manh and Tran, Nguyen Luong and Man, Hieu and Nguyen, Dang Minh and Luu, Tuan Anh and Nguyen, Thien Huu and Bui, Hung and Phung, Dinh and Nguyen, Dat Quoc},
title = {A Vietnamese Spelling Correction System},
year = {2023},
isbn = {9798400701078},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3581754.3584159},
doi = {10.1145/3581754.3584159},
abstract = {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 integrates advanced technologies in natural language processing to (i) identify spelling errors and (ii) replace those errors with their corrected version. To the best of our knowledge, our system is the first Vietnamese spelling correction tool that interacts with the users via Web Interface, Microsoft Word and Chrome extensions to provide the best user experience. We also perform automatic and human evaluations to demonstrate the effectiveness of our system. Our system is publicly available at https://grammar.vinai.io/.},
booktitle = {Companion Proceedings of the 28th International Conference on Intelligent User Interfaces},
pages = {158–161},
numpages = {4},
keywords = {Deep Learning., Spelling Correction, Natural Language Processing, Vietnamese},
location = {Sydney, NSW, Australia},
series = {IUI ’23 Companion}
}
56 minutes
Thien Hai Nguyen, Thinh Pham, Khoi Minh Le, Manh Luong, Nguyen Luong Tran, Hieu Man, Dang Minh Nguyen, Tuan Anh Luu, Thien Huu Nguyen, Hung Bui, Dinh Phung and Dat Quoc Nguyen
IUI 2023