@inproceedings{amini-kosseim-2025-posts, title = "From Posts to Predictions: A User-Aware Framework for Faithful and Transparent Detection of Mental Health Risks on Social Media", author = "Amini, Hessam and Kosseim, Leila", editor = "Angelova, Galia and Kunilovskaya, Maria and Escribe, Marie and Mitkov, Ruslan", booktitle = "Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era", month = sep, year = "2025", address = "Varna, Bulgaria", publisher = "INCOMA Ltd., Shoumen, Bulgaria", url = "https://aclanthology.org/2025.ranlp-1.9/", pages = "75--84" }