Transformer-based active learning for multi-class text annotation and classification by Muhammad Afzal, Jamil Hussain, Asim Abbas, Maqbool Hussain, Muhammad Attique, Sungyoung Lee

“…Our model demonstrates superior classification accuracy, with an F1 score improvement of 4.8% over existing methods but also provides a practical tool for healthcare professionals, potentially improving clinical documentation practices and patient care. …”
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Fifty years of European history through the Lens of Computational Linguistics: the De Gasperi Project by Rachele Sprugnoli, Sara Tonelli, Giovanni Moretti, Stefano Menini

“…In 2013 a collaboration was started between the Digital Humanities research unit and the Italian-German Historical institute at Fondazione Bruno Kessler, whose goal was to develop tools and strategies to give new insight into the public documents written by Alcide De Gasperi. …”
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Automated Type Contracts Generation in Ruby by N. Y. Viuginov, V. S. Fondaratov

“…One may annotate the code with YARD (Ruby documentation tool) to declare the input and output types of methods or even declare methods that are added dynamically. …”
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Human factors applications in the design of decision support systems for population health: a scoping review by Laura C Rosella, Heather V Cunningham, Holland Marie Vasquez, Emilie Pianarosa, Renee Sirbu, Lori M Diemert, Birsen Donmez

“…We include English-language documents between January 1990 and August 2021 describing the development, validation or application of human factors principles to decision support tools in population health. …”
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TESTING THE DYNAMIC EXECUTION OF PYTHON PROGRAM CODE DURING THE CERTIFICATION TESTING (DEVELOPMENT) STAGE IN THE CERTIFICATION SYSTEM OF THE MINISTRY OF DEFENSE OF RUSSIA by V.V. Samarov

“…In many cases, software products subject to verification in the mandatory certification system of the Russian Ministry of Defense are developed using the interpreted Python programming language. When checking applications developed in the Python language for compliance of their code with the requirements of the governing document "Protection against unauthorized access to information. …”

A Comprehensive Review of Static Memory Analysis by Temidayo Akinyemi, Enoch Solomon, Abraham Woubie, Kari Lippert

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A genetic-based HAC technique for parallel clustering of bilingual Malay-English corpora by Ng Zhen Wei, Chan Chen Jie, Rayner Alfred, Joe Henry Obit

“…Multi Multilingual corpora, containing the same documents in a variety of languages, are becoming an essential resource for natural language processing. …”
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Interactive technologies of distance learning under conditions of a pandemic by Ivanenko Stanislav, Tyshchenko Valeriia

“…To achieve this goal, theoretical research methods were used: analysis, systematisation, substantiation of the conceptual apparatus of the study; the formulation of its conceptual provisions and conclusions; analysis of pedagogical documentation, content analysis of curricula and methodological support of the educational process to determine the possibilities of using educational IT-technologies in distance learning. …”
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Comparison of the meanings of the prepositions "B" in the Tarikh-i Bel'ami with the word "BA" in Arabic by Zohreh Ghassabpoor, Abolghasem Radfar, Ali Rabi, Alireza Shabanloo

“…Methodology This research is fundamental and is done based on the criticism and analysis of data and documentation. The method of data collection is library-based and then analyzed by the comparative method. …”
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Evaluation of Internet-Based Technology for Supporting Self-Care: Problems Encountered by Patients and Caregivers When Using Self-Care Applications by Nijland, Nicol, van Gemert-Pijnen, Julia, Boer, Henk, Steehouder, Michaël F, Seydel, Erwin R

“…As a result, innovative eHealth services are evolving rapidly, including self-assessment tools and secure patient-caregiver email communication. …”
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Examination of Movies About Gifted Individuals by Seda Sakar, Zeynep Yazgı Yanık, Ahmet Göncü, Sunay Bulgurcu, Seray Olçay, Merve Avcı

“…The data of the study, designed with the case study method, were collected by document analysis and analyzed by the descriptive analysis method. …”
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Supporting the working life exposome: Annotating occupational exposure for enhanced literature search. by Paul Thompson, Sophia Ananiadou, Ioannis Basinas, Bendik C Brinchmann, Christine Cramer, Karen S Galea, Calvin Ge, Panagiotis Georgiadis, Jorunn Kirkeleit, Eelco Kuijpers, Nhung Nguyen, Roberto Nuñez, Vivi Schlünssen, Zara Ann Stokholm, Evana Amir Taher, Håkan Tinnerberg, Martie Van Tongeren, Qianqian Xie

“…Named entity recognition is a fundamental natural language processing method for language understanding, which automatically identifies mentions of domain-specific concepts (named entities) in documents, e.g., exposures, occupations and job tasks. …”
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Towards improved decision support in the assessment and management of pain for people with dementia in hospital: a systematic meta-review and observational study by S José Closs, Dawn Dowding, Nick Allcock, Claire Hulme, John Keady, Elizabeth L Sampson, Michelle Briggs, Anne Corbett, Philip Esterhuizen, John Holmes, Kirstin James, Reena Lasrado, Andrew Long, Elizabeth McGinnis, John O’Dwyer, Caroline Swarbrick, Valentina Lichtner

“…No pain decision support tools were observed in practice. Information about pain was elicited in different ways, at different times, by different health-care staff and recorded in separate documents. …”
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Practices of falls risk assessment and prevention in acute hospital settings: a realist investigation by Rebecca Randell, Lynn McVey, Judy Wright, Hadar Zaman, V-Lin Cheong, David M Woodcock, Frances Healey, Dawn Dowding, Peter Gardner, Nicholas R Hardiker, Alison Lynch, Chris Todd, Christopher Davey, Natasha Alvarado

“…Review findings suggested that, where tools are clearly visible to staff in their work routines, they can prompt documentation of a falls risk assessment. …”
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Assessment of individuals with aphasia: an integrative literature review by Emilyn Borba da Silva, Miriam Cabrera Corvelo Delboni, Elenir Fedosse

“…The studies used 54 evaluation tools, among which 13 were recurrent in the studies, mostly analyzing aspects of communication/language. …”
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Exploring Students’ Experiences of Using Multimodal CMC Tasks for English Communication: A Case with Instagram by Muntaha Muntaha, Julian Chen, Toni Dobinson

“…They can strategically draw upon their digital literacy skills to convey messages during meaningful task interaction. Nevertheless, language instructors should consider the availability of internet infrastructure and students’ language proficiency prior to utilizing multimodal CMC channels as language learning tools. …”
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Analisis Perkembangan Bahasa Semantik Dan Sintaksis Anak Dalam Kegiatan Belajar Dari Rumah by Nikmatul Azizah, Anita Candra Dewi

“…Language is a very important communication tool for every human being. …”
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THE USE OF THE CLOUD-BASED OPEN LEARNING AND RESEARCH PLATFORM FOR COLLABORATION IN VIRTUAL TEAMS by Валерій Юхимович Биков, Даріуш Мікуловський, Oлівер Моравчик, Стефан Светський, Марія Павлівна Шишкіна

“…The research methods are the analysis of official international documents, publications on the subject of the research, observation, comparison, the analysis of the experience of using educational and scientific network packages, application of cloud technologies, benchmarking studies and experimental studies. …”
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Digital Technology and Practices of Humanities Research by Dzhukaeva M. A., Muslimova M. I., Mamedova G. B.

“…At a level of a distinct set of defined statistical topics that can be generated using a software tool such as MALLET (Machine Learning for Language toolkit, a cross – platform topic modeling tool) rather that a set equivalent retrieved a linear normal reading process, representing the difference in degree. …”
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Health Care Professionals’ Experience of Using AI: Systematic Review With Narrative Synthesis by Abimbola Ayorinde, Daniel Opoku Mensah, Julia Walsh, Iman Ghosh, Siti Aishah Ibrahim, Jeffry Hogg, Niels Peek, Frances Griffiths

“…MethodsIn June 2023, we searched 4 electronic databases, MEDLINE, Embase, CINAHL, and Web of Science, with no language or date limit. …”
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