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Mental Health

295 directly classified papers

Papers per year

Papers

Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework EMNLP 2024

CURE: Context- and Uncertainty-Aware Mental Disorder Detection EMNLP 2024

Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024

Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models EMNLP 2024

Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis INTERSPEECH 2024

When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024

PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling EMNLP 2024

Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024

Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024

Inferring Mental Burnout Discourse Across Reddit Communities EMNLP 2024

Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition CVPR 2024

Idiographic Personality Gaussian Process for Psychological Assessment NIPS 2024

Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024

Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024

Cheap Ways of Extracting Clinical Markers from Texts EACL 2024

MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024

LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024

MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024

Motivational Interviewing Transcripts Annotated with Global Scores COLING 2024

Why So Serious: Humor and its Association with Treatment Measurements Process and Outcome EMNLP 2024

Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy EMNLP 2024

Crisis counselor language and perceived genuine concern in crisis conversations EMNLP 2024

Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care AAAI 2023

Acoustic characteristics of depression in older adults' speech: the role of covariates INTERSPEECH 2023