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Healthcare & Medicine › Clinical ›

Mental Health

314 papers

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Papers

Almost Clinical: Linguistic properties of synthetic electronic health records EACL 2026

PUPPET: Neural-Symbolic Standardized Patients for Mental Health ACL 2026

HOPE: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection ACL 2026

Responsible Evaluation of AI for Mental Health ACL 2026

Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 2026

Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ACL 2026

LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models ACL 2026

Cognitive Policy-Driven LLM for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation ACL 2026

Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning ACL 2026

PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ACL 2026

Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026

S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ACL 2026

Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning ACL 2026

FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data ACL 2026

Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations ACL 2026

Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment ACL 2026

DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ACL 2026

TONY: an open-source TOolkit for Nlp in psYchology ACL 2026

Leakage-Aware User-Level ADHD Signal Classification from Social Media: When Graph Aggregation Helps, and When It Does Not ACL 2026

Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025

DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025

Mental-Perceiver: Audio-Textual Multi-Modal Learning for Estimating Mental Disorders AAAI 2025

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025

Understanding Unique Behavioral Patterns through Multimodal Analysis of Eye-Hand Coordination in Autistic Children (Student Abstract) AAAI 2025

Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025