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Mental Health

295 directly classified papers

Papers per year

Papers

Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 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

Transformer-Based Analysis of Adaptive and Maladaptive Self-States in Longitudinal Social Media Data NAACL 2025

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025

Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025

Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024

Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models EACL 2024

Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024

Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024

Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024

Assessing Motivational Interviewing Sessions with AI-Generated Patient Simulations EACL 2024

Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024

Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels EACL 2024

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024

Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model EACL 2024

Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts EACL 2024

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

Comparing panic and anxiety on a dataset collected from social media EACL 2024

Detection of Cognitive Impairment And Alzheimer's Disease Using a Speech- and Language-Based Protocol INTERSPEECH 2024

Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024

Inferring Mental Burnout Discourse Across Reddit Communities EMNLP 2024

PsyMo: A Dataset for Estimating Self-Reported Psychological Traits From Gait WACV 2024

Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024