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Mental Health

314 papers

Papers per year

16
80
'20
'25

Papers

PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ACL 2025
Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025
If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ACL 2025
Consistent Client Simulation for Motivational Interviewing-based Counseling ACL 2025
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025
PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals ACL 2025
QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health 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
Steering Conversational Large Language Models for Long Emotional Support Conversations ACL 2025
Detecting Child Objectification on Social Media: Challenges in Language Modeling ACL 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
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025
DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025