CLEAR: Cross-Document Link-Enhanced Attention for Relation Extraction with Relation-Aware Context Filtering by Yihan She, Tian Tian, Junchi Zhang

“…To address these challenges, we propose CLEAR (Cross-document Link-Enhanced Attention for Relations), a novel framework integrating three key components: (1) the Relation-aware Context Filter that incorporates relation type descriptions to preserve critical relation-specific evidence; (2) the Path Distance-Weighted Attention mechanism that dynamically adjusts attention weights based on semantic distances between document paths; and (3) a cross-path entity matrix that leverages inner- and inter-path relations to enrich target entity representations. …”
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Aspects of socio-spatial unity of Kabarda and Balkaria in the materials of the newspaper "Kavkaz" by Yuzanna M. Azikova

“…An examination of the authors' and editorial staff's interpretations of the relationship between Kabardians and Balkars, alongside the newspaper's portrayal of the Russian government's initiatives to establish a new administrative-territorial division of the Caucasus within its legal framework, was conducted. The study is based on a “narrative”, descriptive and explanatory approach, which allows avoiding subordination to a strictly defined concept and allows focusing on the analysis of source data and the consistent reconstruction of facts and all possible interactions in the case under study. …”
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Scoping review protocol: is there a role for physical activity interventions in the treatment pathway of bladder cancer? by Louis Fox, Mieke Van Hemelrijck, Sneha Mehrotra, Megan Rowland, Hanyu Zhang, Beth Russell, Katharina Beyer, Elke Rammant, Nicola Peat, Cecilia Bosco

“…This scoping review aims to identify what interventions are available, their reported efficacy and feasibility, and a description of potential underlying biological mechanisms for their effects.Methods and analysis Preferred Reporting Items for Systematic Reviews and Meta-Analyses Scoping Review (ScR) guidelines and the Levac methodology framework will be followed/used. …”
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Patient decision aids for hip and knee arthroplasty decision-making: a scoping review protocol by Ouyao Chen, Jianlin Ji, Chengxi Zeng, Hanlin Yang, Qunfeng Lu

“…Findings will be published in a peer-reviewed journal.Registration details Open Science Framework (https://doi.org/10.17605/OSF.IO/9JCG3).…”
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Representasi Fungsi Dan Makna Ujaran Permintaan Dalam Surat Taha : Kajian Balaghah by Ridho Hidayat, Rohanda Rohanda, Palendika Alandira, Wildan Taufiq

“…This study employs a qualitative research approach, utilizing a qualitative descriptive analysis method with a linguistic analysis framework. …”
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EVALUASI KINERJA LEMBAGA PEMBERDAYAAN MASYARAKAT DESA UNTUK MENINGKATKAN POTENSI DESA (STUDI PADA DESA BLANKAHAN KECAMATAN KUALA KABUPATEN LANGKAT TAHUN 2013) by Minarni UMA

“…This type of research is qualitative descriptive method. Source data used through interviews, literature study and documentation. …”
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HARMONISASI NORMA AGAMA ISLAM DALAM SISTEM POLITIK HUKUM DI INDONESIA by Sirajuddin M

“…The type of this research is a law’s research (legal research) that uses descriptive-normative approach, while the framework of the theory is to use the political system of law. …”
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An in-depth examination of geriatric nursing master's programs: A comparative analysis between Iran and Canada by Maedeh Sadeghigolafshani

“…This study was undertaken with the explicit objective of comparing the educational curriculum of the Master's program in Geriatrics in Iran with that of the Alberta Nursing School in Canada. This comparative descriptive study employed George F. Bradley's 4-step method, involving the stages of description and proximity analysis. …”
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White Coat: Origins, Composition, Semantics, Pragmatics, and Word-Formation Potential of Russian Phraseological Unit by T. V. Leontyeva

“…This study provides a comprehensive description of the expression ‘white coat,’ along with a linguistic framework that has developed around this idiom. …”
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Towards Digital Twins: a Novel Model-Data Fusion Method for Simulating a Train Passing Through Curved Tracks by Shaodi Dong, Tengfei Jing, Wei Xia

“…By integrating the three components of interaction, data fusion, and model-data fusion, this framework ensures that data from both static and dynamic sources are captured and used accurately to create a comprehensive digital twin that can then be used to map physical train operating states accurately. …”
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NEED FOR SMART MOBILITY AND CHALLENGES AND OPPORTUNITIES FOR TRANSITIONING TOWARD IT IN CAR-DEPENDENT COUNTRIES: INSIGHTS FROM LITERATURE by Talal ALMAGHLOUTH, Uneb GAZDER, Osama ABUDAYYEH

“…Previous research efforts indicated that car-dependent cities have experienced several challenges in their transition to smart mobility, including inadequate infrastructure, low acceptance of new technological solutions, inadequate knowledge and framework for big data, financial constraints, data quality management, integration of data from different sources, privacy issues, and development of appropriate of government policies. …”
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Pedagogy of the knife – a case study of the re-authorisation of the personal myth of masculinity. Field of forest pedagogy and cultural psychology by Michał Paluch, Andrzej Pankalla

“…An important part of the analysis falls within the perspective of cultural psychology and mythotherapy, undertaken on the grounds of forest pedagogy, as the main theoretical framework. On this basis, the connection and entanglement of an unfulfilled sense of masculinity with a probable deficit in the experience of independence (fighting for freedom, protecting the family, defending the territory) was discovered. …”
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Association between finasteride with subjective memory deficits: a study from the NHANES and FAERS databases by Hao Zhang, Hongqi Ou, Panli Zhao, Xi Luo, Ping Zhang, Hua Huang

“…This highlights the need for further comprehensive clinical investigations.ObjectiveThis investigation employed a comprehensive, multi-source analytical approach to evaluate the potential correlation between finasteride administration and self-reported memory dysfunction, aiming to establish an evidence-based framework for clinical safety evaluation and therapeutic risk–benefit analysis.MethodsThis study incorporated two principal data repositories: the National Health and Nutrition Examination Survey (NHANES, 2001–2018) and the Food and Drug Administration Adverse Event Reporting System (FAERS, 2004–2018). …”
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Mapping evidence on the distribution of uterine fibroids in sub-Saharan Africa: A scoping review protocol. by Vuyisile Ginindza, Makandwe Nyirenda, Mbuzeleni Hlongwa, Themba G Ginindza

“…<h4>Methods and analysis</h4>This scoping review will be guided by the Arksey & O'Malley framework, enhanced by Levac et al (2010). The following electronic databases will be searched; PubMed, EBSCOhost (Cumulated Index to Nursing and Allied Health Literature and Health Source), Medical Literature Analysis and Retrieval System Online, Cochrane Library, Scopus, Web of Science, Africa Journal Online, and Google Scholar. …”
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Multiagent Semantical Annotation Enhancement Model for IoT-Based Energy-Aware Data by Kaleem Razzaq Malik, Tauqir Ahmad, Muhammad Farhan, Farhan Ullah, Kashif Amjad, Shehzad Khalid

“…The proposed general model uses a capability of the Semantic Web innovation and concentrates on the part of a semantic adjustment of existing broadly utilized models of information representation to Resource Description Framework (RDF) based semantically rich arrangement. …”
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Acute myocardial infarction and stroke registries. The Italian experience by Luigi Palmieri, Giovanni Veronesi, Marco Mario Ferrario, Giovanni Corrao, Chiara Donfrancesco, Flavia Carle, Simona Giampaoli

“…This paper includes the definition of target population, data sources, events, indicators, quality methods, and the description of a software used to implement the registry.…”
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The pragmatic and pedagogical potential of the communicative space in folk lullaby by I.I. Chumak-Zhun, M.I. Saenko

“…It was shown that the folk conceptual framework is based on four semantic units. It was proved that lullabies have aesthetic, emotional, and pedagogical influences on children’s consciousness through both verbal and non-verbal communicative tools. …”
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On the issue of preventing personnel corruption risks in the organization by T. V. Bobko, E. V. Ivanova, D. A. Nadeeva

“…In order to achieve the stated goal and solve the specified tasks, such research methods as social audit, literature review, documentary sources study, analysis, analogy, description, synthesis, and generalization of the obtained data were used.   …”
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Homer as the first theologian: an allegory and symbol in Porphyry’s treatise ‘’On the сave of the nymphs’’ by Roman Soloviev

“…This article explores the hermeneutical principles that Porphyry of Tyre used for interpreting the description of the cave of the nymphs in the Odyssey. …”
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Estimating the trend of COVID-19 in Norway by combining multiple surveillance indicators. by Gunnar Rø, Trude Marie Lyngstad, Elina Seppälä, Siri Nærland Skodvin, Lill Trogstad, Richard Aubrey White, Arve Paulsen, Trine Hessevik Paulsen, Trine Skogset Ofitserova, Petter Langlete, Elisabeth Henie Madslien, Karin Nygård, Birgitte Freisleben de Blasio

“…Combining estimates of growth rates from multiple surveillance indicators provides a useful description of the COVID-19 pandemic in Norway. This is a powerful technique for a holistic understanding of the trends of new COVID-19 infections and the technique can easily be adapted to new data sources and situations.…”
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