SSD-2026 Shared Task: Multilingual Social Support Detection and Community Identification Using XLM-RoBERTa
Muhammad Arif, M. Zamir, Samah Fodeh et al.
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Assessing Suicide Risk in Arabic Crisis Helpline Calls: A Comparison of Arabic and English Large Language Models
Crisis helplines assess suicide risk through structured interviews, a process that is slow and dependent on operator training and workload. Natural language processing could support risk assessment and call prioritization, but almost no work addresses Arabic-language helpline calls or operates within the privacy constr...
Lin-Hai Ma, Rita El Hachem, Mahatab El Hajj et al.
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