MDCNN: Multi-Teacher Distillation-Based CNN for News Text Classification by Xiaolei Guo, Qingyang Liu, Yanrong Hu, Hongjiu Liu

“…To address these challenges, we proposed MDCNN (Multi-teacher Distillation-based CNN), which leverages knowledge distillation with BERT and BiGRU as teacher models and TextCNN as the student model. Experiments on three benchmark news dataset demonstrate that MDCNN improves classification accuracy by nearly 2% while significantly reducing computational overhead, offering a practical solution for real-world applications.…”
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Enhancing Arabic Language Proficiency through Interactive Learning Programs by Achmad Makki Lazuardi, Syarif Muhammad Syaheed

“…This study examines the effectiveness of interactive learning programs in enhancing Arabic language proficiency among intermediate-level students at Pondok Pesantren Darullughah Wadda’wah, Indonesia. …”
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Mediation effect of entrepreneurial attitude between entrepreneurship education and entrepreneurial self-efficacy on entrepreneurial intention evidence from Chinese higher vocation... by Luo Ying, Mohd Faiz Mohd Yaakob

“…Abstract Entrepreneurship education significantly impacts students’ entrepreneurial competencies, intentions and behavior. …”
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Confidence-Based Knowledge Distillation to Reduce Training Costs and Carbon Footprint for Low-Resource Neural Machine Translation by Maria Zafar, Patrick J. Wall, Souhail Bakkali, Rejwanul Haque

“…This can undermine sequence-level knowledge distillation (SKD), as student models may inherit and reinforce errors from inaccurate labels. …”
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Designing and validating the sense of presence model in the learning management system of the E-Learning Center's Shahid Beheshti University by soraya khazai, Mahboobe Arefi, Esmaeil Jafari, Azam Esfijani

“…The statistical population was all faculties at the E-learning center, professionals, students, and Ph.D. graduates in the quantified part. 50 people were selected by purposive sampling method. …”
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System theory as a tool for searching for new scientific directions and problematic aspects of pharmacy in the context of social responsibility by N. O. Tkachenko, O. A. Ryzhov, B. Р. Hromovyk

“…That might be further used by young scientists (undergraduates, PhD students, etc.) as a basis for their scientific potential development or by interns or post-graduates in the context of continuous professional development. …”
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Benefits of Adding Virginiamycin to Arapaima gigas (Schinz, 1822) Diet Cultivated in the Brazilian Amazon by Jucilene Cavali, Jerônimo V. Dantas-Filho, Beatriz A. Nóbrega, Lucas Henrique V. Andrade, Rute B. Pontuschka, Paulo Henrique G. Gasparotto, da S. Reginaldo Francisco, Luiz Donizete C. Junior, Marlos O. Porto

“…The means of the results obtained were contrasted by the Student’s t-test (α = 0.05). Virginiamycin did not cause oscillations in the limnological variables of the nursery but could reduce micronucleated erythrocytes. …”
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Advanced neuromonitoring techniques for medical and neurological ICU patients by Reza Eshraghi, Mohammad Sepehr Yazdani, Ashkan Bahrami, Reza Amani-Beni, Bahar Darouei, Majid Mokhtari, Seyed MohammadReza Hashemian

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International trade in educational services in the conditions of digital transformation by A. M. Kanunnikova

“…At the end of 2019 – beginning 2020, the education sector was shocked due to a sharp transition to the online format: neither teachers, nor students, nor schoolchildren in most countries of the world were ready for this. …”
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ANALISIS KESALAHAN SISWA DALAM MENYELESAIKAN SOAL CERITA PADA MATERI SISTEM PERSAMAAN LINEAR TIGA VARIABEL by Henry R Kinyari, Christina M Laamena, Darma A Ngilawajan

“…The selection of subjects to be interviewed was 3 students, including 1 student with high ability, 1 student with moderate ability and 1 student with low ability. …”
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Minimum diet diversity-women score and predictors of school adolescent girl stunting and thinness in Northwest Ethiopia by Yajeb Melesse, Zeweter Abebe

“…Results Only 24% of the students met the MDD-W. Predominant consumption of plant-source foods (100%) and low animal-source food intake (< 20%) were observed. …”
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Design of Ergonomically Fit Classroom Furniture for Primary Schools of Bangladesh by M. S. Parvez, F. Parvin, M. M. Shahriar, G. Kibria

“…Students spend a large portion of their time in school. …”
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Les conceptions initiales des élèves turcs de CM2 relatives aux séismes by Burckin Dal

“…The recognition of representations can constitute a basis for organizing strategies adapted to the students. This article describes what specific Turkish children's conceptions of earthquakes were before they received any courses on these subjects. …”
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Character Education Based on Islamic Local Wisdom: A Case Study of Aswaja Value Internalization in a Madrasah Aliyah by Fahrurrozi Fahrurrozi, Mujamil Qomar, Sokip Sokip

“…Nevertheless, strong community engagement, exemplary leadership from teachers, and active student participation enhance the internalization process. …”
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Competencies of HRM Graduates Vis-A-Vis Industry Needs: Basis for an Action Plan for Curriculum Enhancement by Euniza Delas Peñas

“…Thus, recommendations include strengthening and sustaining the existing competency development training of BS HRM students, integrating the competencies that are highly needed by the industry, and enhancing work attitude by integrating it across the discipline in the curriculum. …”
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Exploring the collaborative care of patients with pelvic fractures in Tshwane, South Africa by Ntombenkosi A. Sobantu, Muziwakhe D. Tshabalala, Verusia Chetty

“…Healthcare professionals recommended interprofessional education and collaborative practice, student training and using standardised outcome measurement tools to improve care for patients with pelvic fractures. …”
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[Re]Forming Public Space: A Critique of Hong Kong’s Park Governance through Architectural Intervention by Jason Carlow

“…As an antidote to a rule-bound and somewhat restrictive set of policies, four groups of architecture students at the University of Hong Kong have designed various interventions for a public park in Hong Kong. …”
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Inclusive and diverse education: challenges and perspectives for understanding the concept by Estefania Castiblanco Ramírez

“…It is crucial that educational institutions and policymakers work together to develop effective strategies that promote equity and inclusion at all educational levels, thus ensuring a safe and respectful educational environment for all students, regardless of their sexual orientation and gender identity…”
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Confidence in Connection: Teacher Collaboration as the Strongest Predictor of Inclusive Practices in Chinese Schools by Midya Yousefi, Qiusu Wang, Jahirul Mullick

“…This study explores the critical role of teacher efficacy in implementing inclusive education (IE) within China, focusing on three key dimensions: providing inclusive instruction, collaborating with colleagues, and managing student behavior. Despite China’s policy-level advancements in IE, challenges persist, particularly in teacher preparedness, confidence, and resource availability. …”
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Antique Traditions and Formation of Italian National Model of Self-Organization of Scientific Community by R. O. Raynkhardt

“…On the other hand, positive characteristics are noted that justify the consideration of the Academy of Plato as the source of origin the scientific community, such as a form of training - a dialogue between teachers and students, the transition to the latter to the first category during the accumulation of knowledge and experience, the presence of the head (scholarch), democracy in respect of the admission of new members, formal lack of property and sex qualifications. …”
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