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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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Time Spent on Social Media and Associations with Mental Health in Young Adults: Examining TikTok, Twitter, Instagram, Facebook, Youtube, Snapchat, and Reddit.

Time spent on social media has been an inconsistent predictor of mental health outcomes in young people. However, most studies have assessed social media use globally, with few investigations of the r…

Études fondées sur les communautés Reddit

Woodward, M. J., McGettrick, C. R., Dick, O. G., Ali, M., & Teeters, J. B. (2025). Time Spent on Social Media and Associations with Mental Health in Young Adults: Examining TikTok, Twitter, Instagram, Facebook, Youtube, Snapchat, and Reddit.. J Technol Behav Sci, 10(3), 661-671. https://doi.org/10.1007/s41347-024-00474-y

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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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Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.

INTRODUCTION: Online communities provide valuable, peer-led spaces for discussing mental health issues, offering support that can complement traditional therapy. In this study, we adopt an interpretiv…

Études fondées sur les communautés Reddit

Ferizaj, D., Lalk, C., Lahmann, N., Strube-Lahmann, S., & Rubel, J. (2025). Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.. Front Psychiatry, 16, 1503427. https://doi.org/10.3389/fpsyt.2025.1503427

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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…

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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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[Not Available].

INTRODUCTION: The off-label use of doxycycline to prevent certain sexually transmitted infections (STIs), outside controlled research environments, has been occurring for several years.PURPOSE OF THE …

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Mouche, L., de, G. e. r. m. a. y. . S., Perino, J., & Cazanave, C. (2025). [Not Available].. Sante Publique, 37(1), 119-129. https://doi.org/10.3917/spub.251.0119

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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…

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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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Mothers with Breastfeeding Difficulty Report Increased Depressive Symptoms and Impaired Maternal-Infant Bonding on Social Media.

Protection against postpartum depression is a commonly cited maternal benefit of breastfeeding. However, recent studies have found that negative breastfeeding experiences may actually increase the ri…

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Wright, E. A., Mehta, A., & Nelson, A. L. (2025). Mothers with Breastfeeding Difficulty Report Increased Depressive Symptoms and Impaired Maternal-Infant Bonding on Social Media.. J Womens Health (Larchmt), 34(2), 251-260. https://doi.org/10.1089/jwh.2024.0151

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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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