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Mental Health

295 directly classified papers

Papers per year

Papers

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025
QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025
Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025
Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025
Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025
Exploratory Study into Relations between Cognitive Distortions and Emotional Appraisals NAACL 2025
Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
A Preliminary Study on NLP-Based Personalized Support for Type 1 Diabetes Management NAACL 2025
A baseline for self-state identification and classification in mental health data: CLPsych 2025 Task NAACL 2025
CIOL at CLPsych 2025: Using Large Lanuage Models for Understanding and Summarizing Clinical Texts NAACL 2025
From Evidence Mining to Meta-Prediction: a Gradient of Methodologies for Task-Specific Challenges in Psychological Assessment NAACL 2025
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025
Hassles and Uplifts Detection on Social Media Narratives IJCNLP 2025
StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025
Team ISM at CLPsych 2025: Capturing Mental Health Dynamics from Social Media Timelines using A Pretrained Large Language Model with In-Context Learning NAACL 2025
Cross-Cultural Differences in Mental Health Expressions on Social Media NAACL 2025
Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches NAACL 2025
Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support NAACL 2025
Psychological Health Chatbot, Detecting and Assisting Patients in their Path to Recovery COLING 2025
The First Multilingual Model For The Detection of Suicide Texts COLING 2025
Do Large Language Models Align with Core Mental Health Counseling Competencies? NAACL 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025