In the work of Alisher Navoi, the genre of rubai, which is considered one of the most ancient and widespread genres of oriental poetry, occupies a large place. All the rubais in Navoi's works are rich and thoughtful, they encourage the reader to think and observe. In this article, the great thinker's prose and scientific writings are explained and shown with several examples of their deep philosophical knowledge.
In this article, proverbs and riddles, which are popular genres of folk art, are presented, the human psyche of the heavenly bodies found in them, and its connection with the space and the universe are subjected to scientific analysis, the importance of spatial symbols in household life and field work is explained, figurative images aimed at eliminating negative defects in a person's inner self are written.
The article reviews current trends in multi-word lexeme processing in computational linguistics, emphasizing the importance of effective natural language analysis. Key areas include: Deep learning: Using neural networks to automatically extract features from texts and work with large amounts of data. Semantic models: Using word vector representations to improve the accuracy of analysis and understand semantic relationships. Multilingual systems: Developing technologies that provide high-quality analysis and translation of texts in different languages. Big data processing: Creating methods for fast and efficient processing of arrays of text information. Integration with other areas: Combining computational linguistics technologies with image and sound processing for complex analysis. The article also highlights the contributions of renowned researchers such as Noam Chomsky and Karen Spark Johnson to the development of this field. Particular attention is paid to the benefits of multi-word lexeme processing for Turkic languages, including taking into account morphological complexity, resolving ambiguities, and improving the quality of machine translation. The work emphasizes the importance of this area for the development of language technologies and communication in the Turkic language community.