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From Posts to Predictions: A User-Aware Framework for Faithful and Transparent Detection of Mental Health Risks on Social Media

Hessam Amini, Leila Kosseim. From Posts to Predictions: A User-Aware Framework for Faithful and Transparent Detection of Mental Health Risks on Social Media. In Galia Angelova, Maria Kunilovskaya, Marie Escribe, Ruslan Mitkov, editors, Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, RANLP 2025, Varna, Bulgaria, September 8-10, 2025. pages 75-84, INCOMA Ltd., Shoumen, Bulgaria, 2025. [doi]

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