mental health

AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026 Almost Clinical: Linguistic properties of synthetic electronic health records EACL 2026 Being Kind Isn’t Always Being Safe: Diagnosing Affective Hallucination in LLMs EACL 2026 DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ACL 2026 From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health Monitoring EACL 2026 Large Language Models for Mental Health: A Multilingual Evaluation EACL 2026 LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models ACL 2026 Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ACL 2026 Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026 PeerCoPilot: A Language Model-Powered Assistant for Behavioral Health Organizations AAAI 2026 PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ACL 2026 PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling EACL 2026 Responsible Evaluation of AI for Mental Health ACL 2026 Risk-Aware Bilingual Spoken Dialogue for Campus Mental Health Support AAAI 2026 StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection EACL 2026 TONY: an open-source TOolkit for Nlp in psYchology ACL 2026 Understanding the Management of Rape Trauma with AI and Neuroimaging AAAI 2026 Voices, Faces, and Feelings: Multi-modal Emotion-Cognition Captioning for Mental Health Understanding AAAI 2026 When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation EACL 2026 Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback AAAI 2026 A baseline for self-state identification and classification in mental health data: CLPsych 2025 Task NAACL 2025 AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025 An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation IJCNLP 2025 AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025 Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025