A neuro-symbolic AI approach for translating children’s stories from English to Tamil with emotional paraphrasing by P. Matan, P. Velvizhy

“…Our approach uses a neuro-symbolic AI framework, specifically integrating the T5 transformer and few-shot learning, allowing effective model adaptation with minimal data. …”
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A Symbolic Neutrosophic Models for Corporate Financial Management Performance: Integrating Multi-Layer Algebra and Case Analysis by Yan Wu

“…These models fuse symbolic representations of financial indicators with neutrosophic logic, allowing multi-dimensional encoding of truth, indeterminacy, and falsity across time, sources, and semantic roles. …”
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Le fratricide biblique, représentation de la violence humaine en surmodernité ? by Anne-Laure Zwilling

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MULTIMODAL MEANS OF BORIS JOHNSON’S REPRESENTATION AS A CHARISMATIC LEADER ON SOCIAL MEDIA by Larysa I. Taranenko, Mariia K. Boichenko

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National-Cultural Features of Causal Semantics Representation by Phraseological Means of Russian Language by O. V. Kolesnikova

“…In a phraseological unit such components as head , mind , intelligence , soul ( heart ), symbolizing the organs that are affected, are frequent. …”
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Representation of Russia in Autobiographical Prose about Childhood by A.N. Tolstoy and I.S. Shmelev by E. Yu. Shestakova

“…It is established that the image of Russia encompasses representations of the Russian people, nature, history, and generations. …”
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Representation of Precedent Names in Linguistic Consciousness of Germans in Federal Republic of Germany and Russian Germans by M. A. Kulkova, M. Yu. Vasilyeva

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Distinct neural representational changes following cross-format number tutoring in children with mathematical difficulties by Yunji Park, Yuan Zhang, Flora Schwartz, Teresa Iuculano, Hyesang Chang, Vinod Menon

“…Abstract Children with mathematical difficulties (MD) often struggle to connect abstract numerical symbols with corresponding nonsymbolic quantities, a foundational skill for mathematical development. …”
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APPROACHES TO STUDYING THE MOTHERLAND IMAGE IN THE SOCIAL CONCEPT SYSTEM OF NOWADAYS YOUTH by Mikhail V. Tarasov

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Time and space. The drawing of the space in motion. by Rosario Marrocco, Gerardo Maria Cennamo

“…In this way the space is defi ned in that representation that multiplies its image, preserving its identity and aura. …”
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Electorate Orders as a Representation of the Everyday Problems of the Post-War Rural Society of Kuibyshev Region (1947) by O. R. Khasyanov, M. A. Bravina

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ANALISIS KEMAMPUAN REPRESENTASI MATEMATIS PESERTA DIDIK PADA MATERI PROGRAM LINEAR by Eunike Ester Mataheru, Tanwey Gerson Ratumanan, Carolina Selfisina Ayal

“…Based on the test results, it shows that the mathematical representation ability of students on symbol representation is higher than image representation and verbal representation. …”
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Social representations of interdisciplinary work from the perspectives of students and clinical tutors on a cardiovascular rehabilitation program in Chile by Raúl Ahumada, Marcela Aravena-Winkler, Cinara Sacomori

“…The latter emerged as the anchoring mechanism that solidified their social representation. Both students and clinical tutors shared a positive view of interdisciplinary work, but their symbolic anchors for ''teamwork'' differed: tutors emphasized technical and ethical-professional aspects, while students viewed the concept from an emotional and formative standpoint. …”
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KEMAMPUAN REPRESENTASI MATEMATIS CALON GURU MATEMATIKA PADA MATA KULIAH TEORI PELUANG by Marthinus Yohanes Ruamba, Zaenuri Mastur, Iqbal Kharisudin

“…The ability of mathematical representation is related to the expression of mathematical ideas using various ways, including written language, spoken language, pictures, symbols, examples, diagrams, graphs, or other real examples as representations. …”
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Specificity of Author’s Modality and Representation of Russia’s Image in Claudia Erdheim’s Book “Früher war alles besser”: an Austrian View by T. A. Sharypina, P. D. Kazakova, V. N. Egorova

“…It is emphasized that the refrain phrase “Früher war alles besser” in the title has a symbolic meaning. Five mini-stories were analyzed. …”
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Islomania and Lawrence Durrell’s "Idea" of the Mediterranean Landscape by Catherine Delmas

“…Dans Caesar’s Vast Ghost, l’essai publié par Lawrence Durrell en 1990, la Provence est définie "moins comme un lieu que comme une idée" (Durrell 1990a, 31-32), rappelant au lecteur la formule qui décrit Patmos dans Reflections on a Marine Venus: "elle était moins un lieu qu’une idée, moins une île qu’un symbole" (Durrell 1989, 66). Cet article se propose d’analyser la Méditerranée de Lawrence Durrell comme une construction mentale préétablie, l’espace-temps privilégié de l’Histoire et du mythe, le lieu de la mémoire et de l’imagination qui précède et sous-tend la représentation du monde Méditerranéen réel. …”
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Sketchy understandings: drawings reveal where students may need additional support to understand scale and abstraction in common representations of DNA by Crystal Uminski, L. Kate Wright, Dina L. Newman

“…ABSTRACT Visual representations in molecular biology tend to follow a set of shared conventions for using certain shapes and symbols to convey information about the size and structure of nucleotides, genes, and chromosomes. …”
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A Reflection on the Visual Representation of Nationalism Discourse in Iran During the Qajar Period (A Case Study of Qajar Newspaper Images as Cultural Texts of the Modernization Pe... by Shadi Taki, Sedaghat Jabbari Kalkhoran, Yaghoub Azhand

“…In this context, discourse semiotics, focusing on the concepts within the network of codes of nationalism discourse, can interpret the motifs, visual symbols, and their applications in the aforementioned visual media, ultimately reaching their semantic roots. …”
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Research on the construction of intelligent art design system based on multimodal perception and generative AI by Hang Hang, Zhengdong Li

“…A cultural semantic knowledge graph is developed to map cultural metaphors to visual representations, while a symbolic attention encoder ensures semantic consistency during image generation. …”
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The Migration of Hungarian Refugees to Prince Edward Island, Canada (1956-1957) – A Communicative Inquiry With a Local Newspaper by Bobby Thomas Cameron

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