mental health

Leveraging Text and Speech Processing for Suicide Risk Classification in Chinese Adolescents Interspeech 2025 Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language COLING 2025 Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025 Loose Social-Interaction Recognition in Real-World Therapy Scenarios WACV 2025 MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching EMNLP 2025 Network of acoustic characteristics for the automatic detection of suicide risk from speech. Contribution to the 2025 SpeechWellness challenge by the Semawave team Interspeech 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Psychological Health Chatbot, Detecting and Assisting Patients in their Path to Recovery COLING 2025 QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media EMNLP 2025 Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025 SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025 SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025 Taking STEPS Forward: Enhancing Online Peer-Counseling with Schema Therapy via Socratic Questioning IJCAI 2025 Temporal reasoning for timeline summarisation in social media ACL 2025 The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents Interspeech 2025 The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support NAACL 2025 The First Multilingual Model For The Detection of Suicide Texts COLING 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025 Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy NAACL 2025