QORAQALPOQ TILI UCHUN N-GRAMM MODELINI QO`LLASH ORQALI SINONIMLARNI O'ZARO ALMASHTIRISH

In this article, scientific evidence and opinions were given about what we mean by the N-gram model and the principles and methods of using it in linguistics. We understand that what we mean by an N-gram model is a sequence of some n elements. Also, in this chapter, we used the n-gram method as a linguistic model in the process of replacing synonyms in the literary language with each other. If we analyze the result from the morphological side, 92 adjectives, 76 nouns, 84 verbs, and 23 modal synonyms have been replaced by their synsets. It is worth mentioning that the automatic editing of texts in the Karakalpak language, mainly synonyms, requires further work on a larger scale.