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Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.

Sarcasm detection in natural language processing (NLP) remains a complex challenge, especially in social media, where contextual clues are often subtle. This study addresses this challenge by leveragi…

Études fondées sur les communautés Reddit

Zhang, L., Faseeh, M., Naqvi, S. S. A., Hu, L., & Ghani, A. (2025). Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.. PLoS One, 20(11), e0334120. https://doi.org/10.1371/journal.pone.0334120

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Civil society and the (im)possibilities of algorithmic contestation in migration governance.

The present article examines the (im)possibilities of contesting algorithmic systems in migration governance through an empirical study of civil society organizations in Sweden and Norway. It draws on…

Études fondées sur les communautés Reddit

Eneva, S. A., & Mora-Gámez, F. (2025). Civil society and the (im)possibilities of algorithmic contestation in migration governance.. Front Sociol, 10, 1641898. https://doi.org/10.3389/fsoc.2025.1641898

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Seeking validation in the digital age: The impact of validation seeking on self-image and internalized stigma among self- vs. clinically diagnosed individuals on r/ADHD.

The digital age has fueled a surge in ADHD self-diagnosis as people turn to online platforms for mental health information. However, the relationship between validation-seeking behaviors and self-perc…

Études fondées sur les communautés Reddit

Zhang, X., Oh, Y. J., Zhang, Y., & Zhu, J. (2025). Seeking validation in the digital age: The impact of validation seeking on self-image and internalized stigma among self- vs. clinically diagnosed individuals on r/ADHD.. PLoS One, 20(10), e0331856. https://doi.org/10.1371/journal.pone.0331856

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Democratizing social media for health research: LLM-powered data analytics platform for NCDs.

Despite over 41 million annual deaths from Non-Communicable Diseases (NCDs) globally, predominantly in low and middle-income countries, public access to relevant information from social media is hinde…

Études fondées sur les communautés Reddit

Thippimanporn, R., Khamna, W., Wiratchawa, K., & Intharah, T. (2025). Democratizing social media for health research: LLM-powered data analytics platform for NCDs.. PLoS One, 20(9), e0332484. https://doi.org/10.1371/journal.pone.0332484

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Comparing the Use Experiences, Contextual Factors, and Recovery Strategies Associated with Different Substances: An Analysis of Social Media Narratives.

BACKGROUND: Research on use experience and recovery has often focused on a single substance or polysubstance use. However, there can be substance-specific differences; understanding these can be criti…

Études fondées sur les communautés Reddit

Chen, A. T., Wang, L. C., Pike, K. C., Conway, M., & Glass, J. E. (2025). Comparing the Use Experiences, Contextual Factors, and Recovery Strategies Associated with Different Substances: An Analysis of Social Media Narratives.. Subst Use Misuse, 60(14), 2287-2298. https://doi.org/10.1080/10826084.2025.2540938

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F-TransR: A sports event revenue prediction model integrating multi-modal and time-series data.

Sports event revenue prediction is a complex, multimodal task that requires effective integration of diverse data sources. Traditional models struggle to combine real-time data streams with historical…

Études fondées sur les communautés Reddit

You, G., Guo, K., Gao, J., Feng, H., & Zou, W. (2025). F-TransR: A sports event revenue prediction model integrating multi-modal and time-series data.. PLoS One, 20(7), e0327459. https://doi.org/10.1371/journal.pone.0327459

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Analysis of patient perspectives on bariatric surgery using an anonymous online forum.

OBJECTIVE: Bariatric surgery is utilized to treat morbid obesity in the United States. The study objective was to identify and analyze topics of interest on a popular social media platform used by bar…

Études fondées sur les communautés Reddit

Vought, V., Vought, R., Zhu, L., Diaz, C., & Merchant, A. M. (2025). Analysis of patient perspectives on bariatric surgery using an anonymous online forum.. Obes Res Clin Pract, 19(4), 334-338. https://doi.org/10.1016/j.orcp.2025.06.002

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Navigating Hypersexuality in Bipolar: Insights from a Corpus-Assisted Discourse Analysis of Reddit Posts.

Bipolar is a severe mental health condition affecting at least 2% of the global population. Clinical observations indicate that individuals in elevated mood states, such as mania or hypomania, are mor…

Études fondées sur les communautés Reddit

Harvey, D., Rayson, P., Lobban, F., Palmier-Claus, J., Dolman, C., & Jones, S. (2025). Navigating Hypersexuality in Bipolar: Insights from a Corpus-Assisted Discourse Analysis of Reddit Posts.. Inquiry, 62, 469580251338565. https://doi.org/10.1177/00469580251338565

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Relationship between e-cigarette media content and product use: A scoping review.

INTRODUCTION: E-cigarettes have emerged as a popular alternative to traditional tobacco products, raising concerns about the potential public health impact of widespread exposure to e-cigarette conten…

Études fondées sur les communautés Reddit

Aldukhail, S. (2025). Relationship between e-cigarette media content and product use: A scoping review.. Tob Induc Dis, 23. https://doi.org/10.18332/tid/200547

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Patients' Perceptions of Cannabis Contamination in Florida's Medical Program.

INTRODUCTION: As medical cannabis becomes more accessible, product quality must be evaluated. Researchers identified a social media community where Florida medical cannabis patients discuss personal e…

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Spandau, G., Loizzo, J., Jury, H., Bunch, J. C., Stedman, N., Pearson, B., & Goodin, A. J. (2025). Patients' Perceptions of Cannabis Contamination in Florida's Medical Program.. Med Cannabis Cannabinoids, 8(1), 15-30. https://doi.org/10.1159/000542929

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Online disclosure of suicide method: What can online posts tell us about suicidal planning?

Rates of self-disclosure of, and subsequently formal help-seeking for, suicidal thoughts and behaviors (STBs) remains low. However, online discussions of STBs have become increasingly prevalent, creat…

Études fondées sur les communautés Reddit

Ammerman, B. A., McClure, K., Law, K. C., O'Loughlin, C. M., & Jacobucci, R. (2025). Online disclosure of suicide method: What can online posts tell us about suicidal planning?. J Psychiatr Res, 181, 503-508. https://doi.org/10.1016/j.jpsychires.2024.11.048

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Can large language models address unmet patient information needs and reduce provider burnout in the management of thyroid disease?

BACKGROUND: Patient electronic messaging has increased clinician workload contributing to burnout. Large language models can respond to these patient queries, but no studies exist on large language mo…

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Raghunathan, R., Jacobs, A. R., Sant, V. R., King, L. J., Rothberger, G., Prescott, J., Allendorf, J., Seib, C. D., Patel, K. N., & Suh, I. (2025). Can large language models address unmet patient information needs and reduce provider burnout in the management of thyroid disease?. Surgery, 177, 108859. https://doi.org/10.1016/j.surg.2024.06.075

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