A Survey on Importance of Homophones Spelling Correction Model for Khmer Authors

TL;DR

This paper reviews the importance of developing a homophone spelling correction model for Khmer, highlighting the lack of existing tools and the need for specialized solutions to improve writing accuracy.

Contribution

It provides a comprehensive survey of challenges faced by Khmer writers with homophones and emphasizes the necessity for dedicated correction tools specific to Khmer.

Findings

Many Khmer writers struggle with homophones in writing.

Current tools lack effectiveness for Khmer homophone correction.

There is a significant research gap in Khmer homophone spelling correction.

Abstract

Homophones present a significant challenge to authors in any languages due to their similarities of pronunciations but different meanings and spellings. This issue is particularly pronounced in the Khmer language, rich in homophones due to its complex structure and extensive character set. This research aims to address the difficulties faced by Khmer authors when using homophones in their writing and proposes potential solutions based on an extensive literature review and survey analysis. A survey of 108 Khmer native speakers, including students, employees, and professionals, revealed that many frequently encounter challenges with homophones in their writing, often struggling to choose the correct word based on context. The survey also highlighted the absence of effective tools to address homophone errors in Khmer, which complicates the writing process. Additionally, a review of existing studies on spelling correction in other languages, such as English, Azerbaijani, and Bangla, identified a lack of research focused specifically on homophones, particularly in the Khmer language. In summary, this research highlights the necessity for a specialized tool to address Khmer homophone errors. By bridging current gaps in research and available resources, such a tool would enhance the confidence and accuracy of Khmer authors in their writing, thereby contributing to the enrichment and preservation of the language. Continued efforts in this domain are essential for ensuring that Khmer can leverage advancements in technology and linguistics effectively.