A comprehensive analysis of static word embeddings for Turkish

Sarıtaş, Karahan; Öz, Cahid Arda; Güngör, Tunga

doi:10.1016/j.eswa.2024.124123

Expert Systems with Applications

2024

DOI: 10.1016/j.eswa.2024.124123

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A comprehensive analysis of static word embeddings for Turkish

Karahan Sarıtaş,

Cahid Arda Öz,

Tunga Güngör

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2024

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TurkishLex:Development of a Context-Aware Spell Checker for Detecting and Correcting Spelling Errors in Turkish Texts

Savci,

Daş

2024

SAUCIS

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In Turkish, correct spelling correction is crucial for effective communication and preserving the integrity of written text. The challenge lies in the complexity of Turkish morphology and spelling, which can lead to frequent and diverse spelling errors. This study presents a spelling checker adapted for Turkish by creating a new Turkish dataset. The proposed spelling checker model effectively captures both minor and major textual changes and can detect the error. Our findings show that the proposed spelling checker system provides high accuracy and reliability with 98.21% accuracy performance with the Symspell module in correcting Turkish texts. This study provides valuable information about the strengths and weaknesses of existing spelling checkers and contributes to the improvement of spelling correction tools for Turkish.

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TurkishLex:Development of a Context-Aware Spell Checker for Detecting and Correcting Spelling Errors in Turkish Texts

Savci,

Daş

2024

SAUCIS

View full text Add to dashboard Cite

show abstract

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A comprehensive analysis of static word embeddings for Turkish

Cited by 1 publication

References 42 publications

TurkishLex:Development of a Context-Aware Spell Checker for Detecting and Correcting Spelling Errors in Turkish Texts

TurkishLex:Development of a Context-Aware Spell Checker for Detecting and Correcting Spelling Errors in Turkish Texts

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