FrameNet is a valuable lexical resource that captures the meaning and structure of words in terms of frames and their associated lexical units. However, its applicability to diverse natural languages is often hindered by language-specific variations in thematic role structures. This research proposes a novel approach to link FrameNet with multiple natural languages by establishing universal thematic role structures. By aligning thematic roles across languages, this study aims to enhance linguistic analysis and facilitate cross-lingual information retrieval, machine translation, and sentiment analysis. The proposed method leverages linguistic typology and cross-lingual learning techniques to create a unified framework for integrating FrameNet with various languages, promoting a deeper understanding of lexical semantics and facilitating language technology applications.

This study explores the significance of proverbs and phraseologisms in English and Karakalpak languages as reflections of social culture. It discusses how these linguistic expressions provide valuable insights into the unique perspectives, beliefs, and traditions of their respective communities. The study emphasizes the importance of comparing these expressions to gain a deeper understanding of cultural identity and heritage.

Today one of the most important issues is the study of the worldview and culture of the population based on the inextricable link between language and the system of thought. In our article, we discussed issues related to the object of study of linguocultural science in modern linguistics. In any culture, seasoning's name may serve as a socio-cultural symbol. The system of names, which has a long history, bears the traces of nationality of the people. Spice names may have a clear national and cultural significance, as they ensure the preservation of not only linguistic but also historical and cultural information.

Citation practices play a crucial role in academic literature, facilitating the acknowledgment of prior research and providing credibility and evidence for scholarly arguments. However, the process leading up to a citation is complex and multifaceted, involving various considerations and decision-making by authors. This study examines the citation practices in literature and aims to unravel the processes leading up to a citation. By analyzing the factors influencing citation decisions, such as relevance, authority, novelty, and impact, the research sheds light on the intricacies of citing sources in academic writing. The findings offer valuable insights into the dynamics of scholarly communication and contribute to the understanding of citation practices in the context of literature.

This research paper focuses on the systematic analysis and classification of the Sogeram languages, a linguistic subgroup located in the Sepik region of Papua New Guinea. The Sogeram languages, known for their linguistic diversity and complex relationships, have long intrigued linguists and anthropologists. Through an in-depth study of phonological, morphological, and syntactic features, this paper aims to unravel the intricate linguistic connections within the Sogeram subgroup. Utilizing comparative linguistic methods and computational tools, we seek to identify potential subgroups, trace historical developments, and shed light on the evolutionary paths of these languages. The results of this study contribute to a deeper understanding of Sogeram language diversity and its implications for our broader knowledge of language evolution and classification.

The article analyzes the role and status of women in the family and society, as well as the gradual development of relations with them, based on various stages of the development of society.

In this article, the author philosophically analyzed the work of Mirzo Bedil. Mirzo Abdulkodir Bedil, who made a great contribution to the development of Eastern culture, was honored by his contemporaries and scholars, and became famous with the nickname Abulmaani, is an incomparable poet, thinker and sociologist, a person with unique philosophical views.