mental health

Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025 A Survey of Cognitive Distortion Detection and Classification in NLP EMNLP 2025 A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions ACL 2025 AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling EMNLP 2025 AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025 Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025 CIOL at CLPsych 2025: Using Large Lanuage Models for Understanding and Summarizing Clinical Texts NAACL 2025 Cross-Cultural Differences in Mental Health Expressions on Social Media NAACL 2025 DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025 Depression Detection on Social Media with Large Language Models EMNLP 2025 Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025 Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025 Efficient Subsampling for GNN Downstream Tasks ACML 2025 EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025 ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents EMNLP 2025 Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation ACL 2025 Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025 Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review ACL 2025 From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis ACL 2025 Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025 Hassles and Uplifts Detection on Social Media Narratives IJCNLP 2025 If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ACL 2025 KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy NAACL 2025 Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025 Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection Interspeech 2025