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.

This article explores the role of family in the literary works of Leo Tolstoy, with a primary focus on his epic novel War and Peace. The author analyzes various aspects of family themes, such as the relationship between parents and children, the role of spouses, and the influence of the family environment on personality development. Research methods include text analysis, identification of recurring motifs and symbols, and critical historical research. The results show that family plays a key role in Tolstoy's works, reflecting his philosophy and values. The article expands our understanding of how family relationships shape the characters and influence their destinies, as well as the importance of family in society and human life.

Today, the increase in the number of the population and the increase in the demand for food products in our Republic, obtaining a high yield at low cost and achieving economic efficiency, as well as providing the population with enough food products, early, fertile, and external stress factors in cotton cultivation. , the development of agrotechnologies of treatment with new growth regulators in the cultivation of high and quality fiber resistant to diseases and pests is one of the urgent issues. On this basis, it is also important to carry out scientific research on the development of optimal norms and terms for the use of new growth regulators in the care of agricultural crops.

This article discusses the services provided in the tax system through information technologies, their types, interactive services in the tax system and their importance, benefits to legal entities and individuals, and their role in improving the state budget. Today, information technologies are becoming important for providing convenient and fast service to taxpayers, improving the activities of tax authorities and reducing errors. The article provides detailed information about the services provided with the help of these technologies, their positive impact on taxpayers and the activities of tax authorities. Among the information technology services used in the tax system, online tax declaration submission, electronic invoicing system, personal office of taxpayers and other interactive services are distinguished. These technologies allow tax authorities to receive and process information in real time, while saving time and money for taxpayers. The article also discusses the effectiveness of information technology services, the possibilities of paperless work through them, and issues of data security.

Abu Hafs Kabir was one of the first to bring jurisprudence to Central Asia. brought in. Many jurists and scholars have been trained by him. Even according to historians, Abu Hafs Kabir, the person who caused the spread of knowledge in Bukhara and the respect of imams and scholars, was. was