Exploring Aggregated wav2vec 2.0 Features and Dual-Stream TDNN for Efficient Spoken Dialect Identification by Ananya Angra, H. Muralikrishna, Dileep Aroor Dinesh, Veena Thenkanidiyoor

“…Since different layers of wav2vec 2.0 are known to capture different acoustic-linguistic characteristics, such aggregated representation encode DID-specific contents in a better way. …”
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Protocol for a qualitative study exploring haemodialysis dependent patients’ arteriovenous fistula experience, values and concerns in Sydney, Australia by Vasi Naganathan, Sarah Joy Aitken, Bethany Miriam Stavert, Susan Monaro, Lisa Tienstra

“…Introduction The experiences of patients from culturally and linguistically diverse backgrounds, with chronic mental illness, disabilities or who identify as sexual or religious minorities are under-represented in clinical research on arteriovenous fistula (AVF) for haemodialysis access. …”
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A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets by Insaf Kraidia, Afifa Ghenai, Samir Brahim Belhaouari

“…Five machine learning models—Random Forest, Decision Tree, K-Neighbors, Gradient Boosting, and XGBoost—were tested, with results benchmarked against nine baseline methods across different linguistic datasets and learning scenarios. Our approach demonstrated superior performance, achieving F1-scores of 96% for English and 97% for Arabic, with accuracy improvements ranging from 2% to 14% for English and 5% to 28% for Arabic. …”
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Linguo-Pedagogical Design of Open Question Items in the Context of Digitalization by A. V. Alikina, D. V. Maltsev

“…It has been revealed the content of the author’s terms including linguo-pedagogical mastery, linguo-pedagogical design, linguistic correctness and methodological literacy of test tasks. …”
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Thinking-language Disorders Types’ of Schizophrenia Spectrum Disorders Patients by E.M. Smerchinskaya, I.A. Tregubenko, E.R. Isaeva

“…However, the descriptions of linguistic component are usually phenomenological. An objective structure analysis of language is needed, which could be useful to identify additional markers in assessing mental state and clarify criteria for differential psychodiagnostic. …”
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Artistic time in D. Keyes’ novel Flowers for Algernon by Antonina V. Samoylova, Olga V. Spachil

“…The relevance of the work is further substantiated by the interdisciplinary nature of the study, which combines linguistic and literary criticism approaches, aimed at understanding the functional capabilities of the category of time as a universal tool. …”
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Complexity and coding lifestyle talk in GP consultations by Sarah J White, Lola Kruszelnicki, Taylor Grunsell, Conor Gilligan

“…This paper presents an exploration into these challenges, with an aim of sharing the analytic process and how such challenges might be prepared for and responded to in future research.Methods Using a dataset of 45 GP consultations recorded in 2018, we used an inductive approach informed by linguistic ethnography and conversation analysis. The study sought to identify potential missed opportunities for discussing lifestyle changes, and how these were situated within the overall structure of GP consultations as per the Calgary-Cambridge Guide.Results Through the research process, we encountered four specific challenges relating to: collection building, definition of codes, interactional barriers, and clinical and systemic barriers to lifestyle talk. …”
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Arabic Version of the Leahy Emotional Schemas Scale-II by Magda Ghassan Fathy, Khaled Jamal Mandoob

“…Method: The process involved translation, cultural adaptation, backward translation, and the bilingual method to ensure linguistic and cultural relevance. The sample consisted of 280 Iraqi university students (64% female, 36% male). …”
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Evaluating the resilience of the drug supply chain based on SWARA and CoCoSo multi criteria decision making approach with type 1 and interval type 2 fuzzy data (case study: Bojnord... by Fatemeh Bahman, Alireza Shahraki, Sayyid Ali Banihashemi

“…The percentage of personal characteristics was calculated using SPSS-26 software. Due to linguistic uncertainty, the weighting of the criteria was done with the fuzzy SWARA decision-making method and the ranking of the options for more accurate evaluation was performed by the interval type-2 fuzzy CoCoSo method in Excel software.Findings: The identified criteria in order of importance are knowledge management, agility, readiness and prediction, management method, supply chain design and structure, visibility and control, adaptability, collaboration, complementarity, innovation, complexity management, flexibility, uncertainty in the number of changes, and integration. …”
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Ethno-cultural particularity of English, French and Russian phrasiological units with components of names of domestic animals by E. N. Belaya

“…The conclusion is made that in these three languages universal meanings are set expressions with the components of «horse» (Trojan Horse, carthorse) and «cow» (milk cow), and that the comparative analysis of P.U. demonstrates difference in linguistic pictures of the world and sheds light on ethnic logic…”
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الميتاداتا : تحليل لاحق للانتاج الفکرى by رحاب محمد ابو الغار

“…Meta-analysis is considered a research style in the field of libraries andinformation, one of the efforts of registering Literature. this style is remarkablewith three features that cannot stand without which fusion (collecting orintegration) between previous results of the study and summarizing these results,meeting and comparing them with each other, using some statistical methods inthis summary to perform bibliometric analysis, of previous studies. this study triesto apply Meta-analysis style on one of the topics " metadata" with analyzing itwith qualitative, quantative, time and linguistic analysis and clarifying scientifictrends of the topic, in this study, the researcher tried to analysis previous studiesaccording to objective elements of the study, this is to recognize common andgeneral results that studies of this topic had reached to.The intellectual production that dealt with the subject of metadata in itsbranches, which amounted to 61 studies, was presented and analyzed to identifyits objective, temporal, qualitative, formal and syntactic features andcharacteristics, and the methodology used.The most important recommendations, proposals or future researchdirections regarding metadata are the following: Conducting some applied studies dealing with metadata of museumgroups and metadata of multimedia. Study the quality of the metadata of media, especially news websites, onthe Internet. Conducting many studies on the topic of "Big Metadata" and "LinkedMetadata" Methods used to describe metadata between Arab and foreign indexes(that use correlated data): a comparative study. Future directions for describing metadata of indexes in the environment oflinked data: an exploratory study. …”
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Anti-vaccine COVID-19 narratives: A critical textual analysis of American and Indonesian online news by Imelsa Dwi Veronika, Agwin Degaf

“…The superstructure analysis indicated that American reports emphasized controversy, whereas Indonesian reports explored motivations more deeply. Additionally, linguistic choices in the microstructure influenced portrayals, with American articles using dysphemism and active voice to emphasize danger, while Indonesian articles employed strong language to convey diverse perspectives. …”
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Didactic potential of the textbook in preparing students for self-regulated cognitive activity by Svetlana V. Pavlova, Maria A. Yugova

“…The authors examine the main characteristics of a foreign language textbook developed for a non-linguistic university. One of the important characteristics of a foreign language textbook is its focus on the development of self-regulated cognitive activity through methodological apparatus of the textbook. …”
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A Sociolinguistic Investigation of the influence of power in Ālam-ārā-ye Safawi by Manizhe pourali, Ghahreman Shiri

“…From a sociolinguistic point of view, language is a tool for exercising power, which links human sciences to social sciences and linguistic. Accordingly, this research deals with the influence of power in Ālam-ārā-ye Safawi from the perspective of sociology of language, distinguishing the powers that have influenced the prose text of this book and determining the frequency and form of the power influence on its prose.…”
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Fast Detection of Deceptive Reviews by Combining the Time Series and Machine Learning by Minjuan Zhong, Zhenjin Li, Shengzong Liu, Bo Yang, Rui Tan, Xilong Qu

“…Secondly, a co-training two-view semisupervised learning algorithm was performed in each captured interval, in which linguistic cues, metadata, and user purchase behaviors were synthetically employed to classify the reviews and check whether they are spam ones or not. …”
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Speech performance in language teaching-learning: Culturally textual and non-textual landscapes of Toba Caldera Geosites by Robert Sibarani, Mangatur Nababan, Wahyudi Wahyudi, Defri Elias Simatupang, Yessy Octavianna

“…The study described teachers’ speech performance using textual and non-textual elements in language teaching-learning. The linguistic element is the text of the language landscape of Toba Caldera Geosites. …”
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Peculiarities of Grammatical Properties in Nominal Word Combinations by I. B. Klienkova

“…The accumulated experience of linguists is analyzed and certain factors influencing the choice of syntactic relations in nominal word combinations with quantitative meaning are researched. …”
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A topic modeling approach for analyzing and categorizing electronic healthcare documents in Afaan Oromo without label information by Etana Fikadu Dinsa, Mrinal Das, Teklu Urgessa Abebe

“…The tools designed for English do not work efficiently for Afaan Oromo due to the linguistic differences and lack of well-structured resources. …”
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Jewish national autonomy in Lithuania in 1919-1926th by Raimundas Valkauskas

“… After World War I, the problems of the racial, linguistic, and religious minorities were brought to the attention of the Peace Conference of Paris. …”
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Chaos Synergy, Geopolitics And Culture Explain History Of International Relations. A Critique of William Wohlforth by B. F. Martynov

“…Taking into account civilizational, cultural, historical, linguistic and legal characteristics of actors becomes the key to an adequate understanding of international politics. …”
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