Enabling learner independence and self-regulation in language education using AI tools: a systematic review by Ahmadreza Mohebbi

“…A meticulous screening process was applied, first by title and abstract, followed by full-text analysis to ensure relevance. The studies were then subject to a dual-round thematic analysis, with each round focusing on identifying patterns and cross-validating findings related to AI’s impact on language learning outcomes. …”
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Deep Learning Multi-Modal Melanoma Detection: Algorithm Development and Validation by Nithika Vivek, Karthik Ramesh

“…Future experiments can use text data (subjective data pertaining to how the patient felt over a certain period of time) to allow this model to reflect the real hospital setting to a greater extent.…”
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Artificial Intelligence for Unstructured Data Processing by Yohanes Bowo Widodo, Febrianti Widyahastuti, Mohammad Narji, Sondang Sibuea

“…In the digital era, the volume of unstructured data such as text, images, audio, and video continues to increase exponentially. …”
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Novel Multimodal Fusion Algorithm for Non-Intrusive Anxiety Detection by Mahir Shadid, Mushfiqus Salehin Afnan, Rashed Mustafa, M. Jamshed Alam Patwary

“…TI-Fusion is a novel late multimodal fusion technique that integrates text and image data for a unified reliable outcome, overcoming limitations in existing methods. …”
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Space and Place – Reflections in the Context of Inclusive Education by Iwona Chrzanowska

“…Schools must change not only because they include students with disabilities, for instance, but because their current form is inadequate for any student.Hence, this proposal calls for reflection and literary analyses that incorporate understandings of the concepts of space and place drawn from philosophy, sociology, and pedagogy to provide arguments for what and why changes are necessary, how to identify patterns, and how to respond to them. The text emphasizes the social dimension of space, its relational nature, and its perception as a "nurturing place”, or space understood as a framework for building a community where everyone belongs and contributes.The context of inclusive education in considerations of space and place also invites reflection on the purist perception of individualization in working with students (especially those with disabilities or developmental disorders) as a prerequisite for the success of all initiatives. …”
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From structure to meaning: a lexical semantic framework for Urdu compounding by Tahir Saleem, Shumaila Ahmad

“…The findings demonstrate LSF’s adaptability to Urdu, uncovering transparency and opacity in semantic relationships. A unique pattern of argumental compounding emerges, where constituent elements interact to create culturally resonant meanings. …”
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STUDENTS WRITING EMAILS TO FACULTY: AN EXAMINATION OF E-POLITENESS AMONG NATIVE AND NON-NATIVE SPEAKERS OF ENGLISH by Sigrun Biesenbach-Lucas

“…Politeness conventions in email, a text-only medium with little guidance in the academic institutional hierarchy, appear to be a work in progress, and native speakers demonstrate greater resources in creating e-polite messages to their professors than non-native speakers. …”
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Implementation of a Telegram-Based Child Consultation Chatbot Using IndoBERT by Gusti Ayu Wahyu Whurapsari, I Made Agus Dwi Suarjaya, Wayan Oger Vihikan

“…The chatbot utilizes data from Halodoc and Alodokter, structured into an intent-based format with 227 tags, 5,428 patterns, and 278 responses. The dataset undergoes preprocessing, including lowercasing, text cleaning, normalization, stopword removal, and stemming. …”
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Portfolio selection based on market states acquired via price and non-price data by Andy Chung, Kumiko Tanaka-Ishii, Takehisa Yairi

“…Abstract Financial markets exhibit quasi-stationary patterns, known as market states, which previous studies have identified through the correlation structure of asset returns using clustering techniques. …”
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School-Based Universal Mental Health Literacy Curricula for K-12 Education: A Systematic Scoping Review Protocol by Jóhanna Birna Bjartmarsdóttir, Brittany Kester, Bergljót Gyða Guðmundsdóttir, Ragnhildur I. Bjarnadóttir

“…Seventeen databases will be searched, including ERIC, CINAHL, APAPsycInfo, PubMed, Scopus, and Web of Science. The full-text articles will be coded for trends, patterns, and outcomes to be shared in a final report that could inform future research in this area. …”
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Digital resilience of sports communities in a Facebook group during military conflict by Sergii Iermakov, Georgiy Korobeynikov

“…This study aims to analyze the sentiments, activity patterns, and key themes of interaction among participants in a sports Facebook group during wartime. …”
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The variety of shapes perianth leafl et of Colchicum laetum L., C. ancyrense B. L. Burtt and C. bulbocodium var. versicolor (Ker Gawl.) K. Perss by Epifanov, Vladimir S., Parhomenko, Alena Sergeevna, Kondrateva, Anna Olegovna, Orlowa, Anastasiya D., Kashin, Alexandr Stepanovich

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Fusion of Sentiment and Market Signals for Bitcoin Forecasting: A SentiStack Network Based on a Stacking LSTM Architecture by Zhizhou Zhang, Changle Jiang, Meiqi Lu

“…To enhance predictive power, sentiment embeddings derived from full-text analysis using the DeepSeek language model are fused with traditional numerical features through early and late data fusion techniques. …”
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Research on glass imitation jade culture in the ancient Chinese Silk Road by Sai Huang, Ziyi Wang, Junyi Zhu

“…Through systematic archaeological excavations and historical text analysis, this study delves into the unique phenomenon of glass imitation jade on the ancient Silk Road in China, providing detailed exposition on the formation, characteristics, and profound impact of this cultural practice. …”
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English Verbs  of Directional Vision:Compatibility with Designations of a Qualitative Attribute by N. A. Antonova, T. S. Ignatyeva

“…A comprehensive sample was taken from 8000 pages of text from 24 works of fiction, describing 927 collocations. …”
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RoBERTa-Based Multi-Feature Integrated BiLSTM and CNN Model for Ceramic Review Analysis by LiHua Yang, Jun Wang, WangRen Qiu

“…To address the limitation that the Robustly Optimized BERT Pretraining Approach (RoBERTa) may not effectively capture local dependencies and salient features within the text, we propose a feature fusion framework based on RoBERTa’s multi-output architecture. …”
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Key Topics and Case Studies in Pragmatics: Examples of Corpus-based Research by Mohammad Amin Hawamdeh, Mohammad H. Al Aqqad, Ahmad Ali Mahamdeh

“…Adopting a qualitative case study design supported by corpus-driven analysis, the research integrates thematic interpretation with quantitative frequency data to uncover context-sensitive patterns in meaning construction. The findings demonstrate that operationalizing stylistic conventions in sacred texts enables replicable annotation frameworks for both translation studies and digital religious discourse; that implicature analysis can reveal culturally nuanced meaning negotiation relevant to online communication; and that hierarchical mapping of hedging functions provides a transferable model for monitoring rhetorical strategies in both traditional and digital political messaging. …”
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Komi-Permian Views on the Characters of Legends Yuksya, Puksya, Chadz and Bach by Tatiana Goleva

“…These features developed due to folklore patterns of text development and folk customs. Geographical objects (settlements and places of worship) have important conditions in the formation and preservation of the image of characters. …”
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Research on the Evolutionary Pathway of Science–Technology Topic Associations: Discovering Collaborative and Symmetrical Effects by Yin Feng, Zheng Li, Tao Zhang

“…This study employs text mining techniques to conduct a systematic quantitative analysis of cybersecurity-related scientific publications and technological research. …”
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Emily Brontë’s Wuthering Heights in EFL Classroom: Writing Skills Focus by Rukaiya Akter Mukta, Md. Shahjahan Kabir, Farhana Yeasmin

“…This is because a literary text encompasses various features related to language and linguistics. …”
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