mental health

HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy ACL 2024 Identifying Fine-grained Depression Signs in Social Media Posts COLING 2024 Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024 Inferring Mental Burnout Discourse Across Reddit Communities EMNLP 2024 Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization EACL 2024 KEC_AI_MIRACLE_MAKERS@LT-EDI-2024: Stress Identification in Dravidian Languages using Machine Learning Techniques EACL 2024 Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization EMNLP 2024 LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024 LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024 MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024 MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024 Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 Motivational Interviewing Transcripts Annotated with Global Scores COLING 2024 Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors ACL 2024 PATIENT-𝜓: Using Large Language Models to Simulate Patients for Training Mental Health Professionals EMNLP 2024 Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024 PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling EMNLP 2024 RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews EMNLP 2024 Reliable dialogue system for facilitating student-counselor communication Interspeech 2024 Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024 Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy EMNLP 2024 The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth NAACL 2024 The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024 Therapist Self-Disclosure as a Natural Language Processing Task EACL 2024 Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data COLING 2024