arXiv cs.CL July 13, 2026 · Papers

Probabilistic Textual Time Series Depression Detection

arXiv:2511.04476v2 Announce Type: replace Abstract: Accurate and interpretable predictions of depression severity are essential for clinical decision support, yet existing models often lack uncertainty estimates and temporal interpretability. We propose PTTSD, a Probabilistic framework for Depression Detection from cli