Mental Health

NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders ICML 2025 Optimizing Pause Context in Fine-Tuning Pre-trained Large Language Models for Dementia Detection Interspeech 2025 Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 Perception of Emotional Speech by Individuals with High Borderline Personality Features Interspeech 2025 Predicting Adolescent Suicidal Risk from Multi-task-based Speech: An Ensemble Learning Approach Interspeech 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Predicting the Predictable in the Psychiatric High Risk MLHC 2025 Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025 Psychological Health Chatbot, Detecting and Assisting Patients in their Path to Recovery COLING 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ACL 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 Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025 Significance of Time-Frequency preprocessing for automatic Ultrasonic Vocalization classification in Autism Spectrum Disorder model detection Interspeech 2025 Socratic Reasoning Improves Positive Text Rewriting NAACL 2025 Speech and Text Foundation Models for Depression Detection: Cross-Task and Cross-Language Evaluation Interspeech 2025 Speech Kinematic Analysis from Acoustics: Scientific, Clinical and Practical Applications Interspeech 2025 Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction Interspeech 2025 Steering Conversational Large Language Models for Long Emotional Support Conversations ACL 2025 StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025