Kurdish Kurmanji Lemmatization and Spell-checker with Spell-correction

There are many studies about using lemmatization and spell-checker with spell-correction regarding English, Arabic, Persian languages but only few found low-resource such as Kurdish language more specifically for Kurmanji dialect, which increased the need of creating systems. Lemmatization is process determining a base or dictionary form (lemma) specific surface pattern, whereas spell-checkers spell-correctors determine whether word correctly spelled also correct range spelling errors, respectively. This research aims to present word-level error correction system Dialect, first tools this dialect based on our knowledge. The proposed approach built morphological rules, hybrid that relies n-gram model Jaccard Coefficient Similarity algorithm was applied spell-correction. results lemmatization, detailed in article, rates 97.7% 99.3% accuracy noun verb correspondingly. Furthermore, spell-correction, accordingly, 100% 90.77% attained.