Evaluation of AI-Powered Spelling and Grammar Correction Tools: A Comparative Study

This paper presents the development and evaluation of a lightweight spelling and grammar checking tool built using Natural Language Processing techniques. Designed with a focus on simplicity and real-time feedback, the tool assists users in identifying and correcting common writing errors. It leverages pre-trained language models and rule-based systems to achieve reliable accuracy across a variety of sentence structures. This project reflects a practical application of AI in improving written communication and demonstrates potential for further integration into educational and writing platforms.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-06
DOI
https://doi.org/10.5281/zenodo.15161307
Primary Topic
Text Readability and Simplification
Type
article
Field-Weighted Citation Impact
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article

Evaluation of AI-Powered Spelling and Grammar Correction Tools: A Comparative Study

Zenodo (CERN European Organization for Nuclear Research)
Text Readability and Simplification
article

Evaluation of AI-Powered Spelling and Grammar Correction Tools: A Comparative Study

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Abstract

This paper presents the development and evaluation of a lightweight spelling and grammar checking tool built using Natural Language Processing techniques. Designed with a focus on simplicity and real-time feedback, the tool assists users in identifying and correcting common writing errors. It leverages pre-trained language models and rule-based systems to achieve reliable accuracy across a variety of sentence structures. This project reflects a practical application of AI in improving written communication and demonstrates potential for further integration into educational and writing platforms.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 77%
Text Readability and Simplification
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Evaluation of AI-Powered Spelling and Grammar Correction Tools: A Comparative Study · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS