Features of the functioning of past tense verbs in «Notes of a Young Doctor» by M.A. Bulgakov (based on the story «Egyptian Darkness») by I.V. Vasilyeva, A.A. Matigorova

“…</strong> The linguistic analysis, based on the study of the grammatical and functional-semantic nature of the Russian verb, allows us to penetrate deeper into the fabric of the literary text. …”
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The Character of Bamsı Beyrek in “İç Oğuza Taş Oğuz Asi Olup Beyrek Öldüğü Boy” and the Functional Model of Thematic Structure by Ruşen Alizade

“…Thus, the ritual context of the position-altering function of this character is clearly defined. Beyrek’s positioning as shaman and wolf are also examined, and it is ascertained that he occupies the same semantic level as Korkut Ata. …”
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Deep nested U-structure network with frequency attention for building semantic segmentation by Khaled Moghalles, Zaid Al-Huda, Dalal AL-Alimi, Yeong Hyeon Gu, Mugahed A. Al-antari

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Neural Compensatory Response During Complex Cognitive Function Tasks in Mild Cognitive Impairment: A Near-Infrared Spectroscopy Study by Jin A. Yoon, In Joo Kong, JongKwan Choi, Ji Yeong Baek, Eun Joo Kim, Yong-Il Shin, Myoug-Hwan Ko, Yong Beom Shin, Myung Jun Shin

“…The present pilot study was aimed at conducting a comparative analysis of the level of activation in the prefrontal cortex among a normal elderly group and amnestic and nonamnestic mild cognitive impairment (MCI) groups and investigating the presence of neural compensatory mechanisms according to types of MCI and different cognitive tasks. We performed functional near-infrared spectroscopy (fNIRS) along with cognitive tasks, including two-back test, Korean color word Stroop test, and semantic verbal fluency task (SVFT), to investigate hemodynamic response and the presence of neural compensation and neuroplasticity in the prefrontal cortex of patients with amnestic and nonamnestic MCI compared with a healthy elderly group. …”
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Beyond N-Grams: Enhancing String Kernels With Transformer-Guided Semantic Insights by Nazar Zaki, Reem Alderei, Mahra Alketbi, Alia Alkaabi, Fatima Alneyadi, Nadeen Zaki

“…We propose and evaluate four innovative kernel-based methods namely Attention-Augmented Kernel, Error Pattern Analysis, Transformer-Guided N-gram Selection, and a Custom Kernel Function each designed to uniquely capture semantic and structural distinctions of text. …”
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SSDFusion: A Semantic Segmentation Driven Framework for Infrared and Visible Image Fusion by Qishen Lv, Rui Yang, Chengmin Zhang, Shuaihui Liu, Xinyan Fan, Zihao Luo

“…Finally, an adaptive loss function is implemented throughout SSDFusion to fine-tune the balance between the semantic segmentation task and the image fusion task by adjusting their proportional contributions. …”
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Navigating Concepts in the Human Mind Unravels the Latent Geometry of Its Semantic Space by Barbara Benigni, Monica Dallabona, Elena Bravi, Stefano Merler, Manlio De Domenico

“…., concepts, linked together by associative relationships forming semantic networks. However, understanding how humans navigate such networks remains elusive, because the underlying topology of concepts cannot be observed directly, and only functional representations are accessible. …”
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Derived nominal units in the Russian language: On the way of realization of the semantic and derivational potential by M.Ju. Varlamova

“…The lexemes have been grouped according to the way of generalization of new nominations; the main directions in the development of the semantics of derived words have been identified; the functional features of derivates have been found; the connotative component of derived words and source names has been revealed. …”
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Semantic-Cognitive Study of HOUSE Concept in Vladimir Nabokov’s Novel “Mashen’ka” by M. M. Morarash

“…The study is interesting from the point of view of application of the theory of cognitive semantics to the analysis of literary text. Cognitive analysis is carried out in conjunction with functional and discourse. …”
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The Modern Semantic Principles Behind Gilson’s Existential Interpretation of Aquinas (part 2) by Elliot T. Polsky

“…Part one of this two-part paper looked at the modern semantic developments underlying Gilson’s innovative and highly influential semantic theory in Being and Some Philosophers (BSP)—the existential neutrality of the copula, the distinction between predication and some positing or “thetic” function of judgment, and the distinction between predication and assertion. …”
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Semantic features of complex technosocial systems: On the taxonomy of artificial intelligence technological packages by S. I. Dovguchits

“…The current conceptual framework of AI sciences does not reflect the intricate nature of this technological and socioeconomic phenomenon as possessing the diverse range of capabilities and the interconnectedness that allows for the imitation of human cognitive functions and comparable results. The author of the article structures the concept of the technological package of AI, describing its system properties, connections and functional elements based on the various types of human cognitive and operational activities.Methods. …”
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Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features by Pin-Hao Huang, Sheng-Yu Song, Zhen Xu, Zhen-Zhong Hu, Jia-Rui Lin

“…As a digital representation of buildings, building information models (BIMs) encapsulate geometric, semantic, and topological features (GSTFs), to express the visual and functional characteristics of building components and their connections to create building systems. …”
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Antithesis as a structuraland semantic organization principle of a Kabardian-Circassian proverb by Dina M. Kumykova, Elina T. Kumykova (Cuchapsheva)

“…The classification of the phenomena is proposed as based on the structural and functional characteristics of this stylistic figure. …”
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Fine-Grained Local and Global Semantic Fusion for Multimodal Image–Text Retrieval by Shenao Peng, Zhongmei Wang, Jianhua Liu, Changfan Zhang, Lin Jia

“…An image–text retrieval method that integrates intramodal fine-grained local semantic information and intermodal global semantic information is proposed to address the weak fine-grained discrimination capabilities for the semantic features located between image and text modalities in cross-modal retrieval tasks. …”
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Parameterization of the Differences in Neural Oscillations Recorded by Wearable Magnetoencephalography for Chinese Semantic Cognition by Xiaoyu Liang, Huanqi Wu, Yuyu Ma, Changzeng Liu, Xiaolin Ning

“…Neural oscillations observed during semantic processing embody the function of brain language processing. …”
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Optimized Change Management Process Through Semantic Requirements and Traceability Analysis Tool by Irum Ilyas, Yaser Hafeez, Shariq Hussain, Sadia Ali, Muhammad Jammal, Ibrahima Kalil Toure

“…Our approach focuses on restructuring and reusing techniques by mapping similar codes and functions. To handle change impact analysis, traceability, and prioritization, we propose a model that is based on semantic analysis using NLP consisting of function-based analysis and GitLab used for trace-link generation. …”
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Monocular Object-Level SLAM Enhanced by Joint Semantic Segmentation and Depth Estimation by Ruicheng Gao, Yue Qi

“…Addressing these problems, we propose a monocular object-level SLAM system enhanced by real-time joint depth estimation and semantic segmentation. The multi-task network, called JSDNet, is designed to predict depth and semantic segmentation simultaneously, with four contributions that include depth discretization, feature fusion, a weight-learned loss function, and semantic consistency optimization. …”
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Semantic Opposites and Puns in Masnavi Ma'navi: Linking Structure of Thought and Language by Zahra Hayati, Somayyeh Jabbari

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Verbal fluency and semantic association deficits in children with in birth nonprogressive neuromuscular diseases by Maria Koriakina, Maria Koriakina, Olga E. Agranovich, Ioannis Ntoumanis, Maxim Ulanov, Isak B. Blank, Anna Shestakova, Evgeny Blagovechtchenski

“…This relevance is particularly noted in children with severe motor disorders (MD) from birth, highlighting a need to explore how these disorders may impede cognitive functions.MethodsIn this study, we assessed verbal fluency, a critical component of speech function, in 68 children aged 7 to 15. …”
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Discourseology of Linguistic Consciousness: Neural Network Modeling of some Structural and Semantic Relationships by Віталій Шимко

“…The ranking of discourses was provided based on the criterion of their semantic-syntactic autonomy. Results. The conducted neural network modeling revealed a high accuracy in predicting the work of the linguistic consciousness functions associated with retrospective self-assessment and anticipatory imagination of the respondents. …”
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