STUDY OF PARADIGMATIC AND SYNTAGMATIC INTERRELATIONS IN SEMANTIC ORGANIZATION AND APPLICATION OF VOCABULARY IN THE FIELD OF COMPUTER LINGUISTICS
Keywords:
Computational linguistics, paradigmatic relations, syntagmatic relations, semantic organization, vocabulary, natural language processing, semantic models.Abstract
This article is devoted to the study of paradigmatic and syntagmatic relationships in the semantic organization of vocabulary used in the field of computational linguistics. The features of the functioning of lexical units in the context of automated natural language processing, their role in the formation of semantic models and the impact on the efficiency of text analysis algorithms are considered. The paper analyzes both theoretical aspects based on the works of Russian and foreign linguists and practical examples from modern computational linguistics systems. The results obtained emphasize the importance of integrating both types of relations to improve the quality of language processing technologies.
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