{"total":66,"rows":[{"id":"2401.02984","title":"Large Language Models in Mental Health Care: a Scoping Review","created":"2024-01-01","cited_by_count":34,"area":null},{"id":"2403.19857","title":"LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces","created":"2024-03-28","cited_by_count":28,"area":"lr"},{"id":"2308.15192","title":"Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals","created":"2023-08-29","cited_by_count":24,"area":null},{"id":"2409.09570","title":"MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences","created":"2024-09-15","cited_by_count":24,"area":null},{"id":"2312.11518","title":"User Modeling in the Era of Large Language Models: Current Research and Future Directions","created":"2023-12-11","cited_by_count":18,"area":null},{"id":"2311.11267","title":"Rethinking Large Language Models in Mental Health Applications","created":"2023-11-19","cited_by_count":16,"area":"lr"},{"id":"2404.00487","title":"Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App","created":"2024-03-30","cited_by_count":14,"area":null},{"id":"2405.01249","title":"Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices","created":"2024-05-02","cited_by_count":14,"area":null},{"id":"2311.09782","title":"More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering","created":"2023-11-16","cited_by_count":13,"area":null},{"id":"2405.16402","title":"Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions","created":"2024-05-26","cited_by_count":13,"area":null},{"id":"2410.03908","title":"Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis","created":"2024-10-04","cited_by_count":12,"area":null},{"id":"2411.02408","title":"AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker","created":"2024-10-18","cited_by_count":11,"area":null},{"id":"2601.13235","title":"RubRIX: Rubric-Driven Risk Mitigation in Caregiver-AI Interactions","created":"2026-01-19","cited_by_count":10,"area":null},{"id":"2405.06712","title":"Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses","created":"2024-05-09","cited_by_count":8,"area":null},{"id":"2412.11656","title":"Private Yet Social: How LLM Chatbots Support and Challenge Eating Disorder Recovery","created":"2024-12-16","cited_by_count":8,"area":null},{"id":"2401.07310","title":"Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study","created":"2024-01-14","cited_by_count":6,"area":null},{"id":"2506.06616","title":"Interpretable Depression Detection from Social Media Text Using LLM-Derived Embeddings","created":"2025-06-07","cited_by_count":6,"area":null},{"id":"2310.01297","title":"Co-audit: tools to help humans double-check AI-generated content","created":"2023-10-02","cited_by_count":5,"area":null},{"id":"2401.04592","title":"An Assessment on Comprehending Mental Health through Large Language Models","created":"2024-01-09","cited_by_count":5,"area":null},{"id":"2501.03624","title":"LLAMADRS: Evaluating Open-Source LLMs on Real Clinical Interviews--To Reason or Not to Reason?","created":"2025-01-07","cited_by_count":3,"area":"lr"},{"id":"2503.01159","title":"Large Language Models for Healthcare Text Classification: A Systematic Review","created":"2025-03-03","cited_by_count":3,"area":null},{"id":"2509.07260","title":"HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring","created":"2025-09-08","cited_by_count":3,"area":null},{"id":"2604.17730","title":"MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models","created":"2026-04-20","cited_by_count":3,"area":null},{"id":"2403.03336","title":"Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse","created":"2024-03-05","cited_by_count":2,"area":null},{"id":"2410.10850","title":"On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts","created":"2024-10-06","cited_by_count":2,"area":null},{"id":"2505.09938","title":"Design and Evaluation of Generative Agent-based Platform for Human-Assistant Interaction Research: A Tale of 10 User Studies","created":"2025-05-15","cited_by_count":2,"area":"agents"},{"id":"2505.23822","title":"Speech as a Multimodal Digital Phenotype for Multi-Task LLM-based Mental Health Prediction","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2508.03247","title":"Somatic in the East, Psychological in the West?: Investigating Clinically-Grounded Cross-Cultural Depression Symptom Expression in LLMs","created":"2025-08-05","cited_by_count":2,"area":null},{"id":"2605.21295","title":"TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health","created":"2026-05-20","cited_by_count":2,"area":null},{"id":"2606.10796","title":"Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning","created":"2026-06-09","cited_by_count":2,"area":"lr"},{"id":"2606.13176","title":"Mental-R1: Aligning LLM Reasoning for Mental Health Assessment","created":"2026-06-11","cited_by_count":2,"area":"lr"},{"id":"2309.09357","title":"Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model","created":"2023-09-17","cited_by_count":1,"area":null},{"id":"2402.14854","title":"A Dual-Prompting for Interpretable Mental Health Language Models","created":"2024-02-20","cited_by_count":1,"area":"mechinterp"},{"id":"2404.09045","title":"Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model","created":"2024-04-13","cited_by_count":1,"area":null},{"id":"2409.02244","title":"Therapy as an NLP Task: Comparing LLMs and Human Peers Behaviors in CBT Sessions","created":"2024-09-03","cited_by_count":1,"area":null},{"id":"2501.16106","title":"Explainable Multimodal Depression Recognition in Clinical Interviews via PHQ-Aligned Symptom Summarization","created":"2025-01-27","cited_by_count":1,"area":null},{"id":"2505.13480","title":"Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale","created":"2025-05-11","cited_by_count":1,"area":"lr"},{"id":"2601.10246","title":"coTherapist: A Behavior-Aligned Small Language Model to Support Mental Healthcare Experts","created":"2026-01-15","cited_by_count":1,"area":null},{"id":"2602.00402","title":"A Conditional Companion: Lived Experiences of People with Mental Health Disorders Using LLMs","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2606.12699","title":"LLM-Powered Personalized Glycemic Assessment in Type 2 Diabetes with Wearable Sensor Data","created":"2026-06-10","cited_by_count":1,"area":null},{"id":"2404.16461","title":"Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums","created":"2024-04-25","cited_by_count":0,"area":null},{"id":"2408.07311","title":"MultiSurf-GPT: Facilitating Context-Aware Reasoning with Large-Scale Language Models for Multimodal Surface Sensing","created":"2024-08-14","cited_by_count":0,"area":"lr"},{"id":"2505.17119","title":"Systematic Evaluation of Machine-Generated Reasoning and PHQ-9 Labeling for Depression Detection Using Large Language Models","created":"2025-05-21","cited_by_count":0,"area":"lr"},{"id":"2506.09354","title":"\"Is This Really a Human Peer Supporter?\": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions","created":"2025-06-11","cited_by_count":0,"area":null},{"id":"2512.03818","title":"Empirical Prompt Engineering for Construct Identification with Large Language Models","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2601.06875","title":"An Ubuntu-Guided Large Language Model Framework for Cognitive Behavioral Mental Health Dialogue","created":"2026-01-11","cited_by_count":0,"area":null},{"id":"2603.06926","title":"MindfulAgents: Personalizing Mindfulness Meditation via an Expert-Aligned Multi-Agent System","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2603.29429","title":"CounselReflect: Opportunities and Challenges for Designing Tools to Support Self-Reflection on Mental Health and Well-Being Conversations with AI","created":"2026-03-31","cited_by_count":0,"area":null},{"id":"2604.16382","title":"LiFT: How to Enable In-Context Learning for Longitudinal Modelling","created":"2026-03-25","cited_by_count":0,"area":null},{"id":"2605.17679","title":"PULSE: Agentic Investigation with Passive Sensing for Proactive Affective Intervention in Cancer Survivorship","created":"2026-05-17","cited_by_count":0,"area":null},{"id":"2605.24755","title":"Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models","created":"2026-05-23","cited_by_count":0,"area":"agents"},{"id":"2606.12649","title":"MentalMARBERT: Domain-Adaptive Pre-training and Two-Stage Fine-Tuning for Arabic Mental Health Disorders Detection","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2606.30887","title":"Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support","created":"2026-06-29","cited_by_count":0,"area":"agents"},{"id":"2607.24754","title":"CARE-MH: Towards Unified, Reproducible, and Comparable Evaluation of Mental Health LLMs","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2607.24817","title":"Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture","created":"2026-07-17","cited_by_count":0,"area":"rag"},{"id":"2608.29446","title":"Whose Assessment of Distress? Community Perspectives and LLM Alignment on Well-Being Posts","created":"2026-08-29","cited_by_count":0,"area":null},{"id":"2609.01832","title":"Interpretable Symptom Vectors for Depression in a Large Language Model","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.03507","title":"LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.04281","title":"When Seeing Overrides Knowing: Visual Dominance and Deferral-Based Method for Personalized Safety in VLMs","created":"2026-09-03","cited_by_count":0,"area":"mllm"},{"id":"2609.06263","title":"Beyond the Flag: Clinical Framing Closes the Moderation Gap in Suicide Risk Measurement","created":"2026-09-05","cited_by_count":0,"area":null},{"id":"2609.17434","title":"CareMirror: Bringing Caregiver Wellbeing into the Dementia Care Ecosystem","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2609.20847","title":"Reading Anxiety or Reading the Label? Comparing Fine-Tuned and Frontier Models for Anxiety Detection on Social Media","created":"2026-08-06","cited_by_count":0,"area":null},{"id":"2609.25186","title":"From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.28430","title":"Cross-Scale Transfer Learning for Depression Severity Prediction: From PHQ-8 to HAMD-17 Across Languages and Clinical Paradigms","created":"2026-09-23","cited_by_count":0,"area":null},{"id":"2609.29056","title":"Empath: Tracing Multi-Level Emotion Dynamics in Crisis Counseling Dialogues","created":"2026-09-24","cited_by_count":0,"area":null},{"id":"2609.39049","title":"Structure vs. Chain-of-Thought: Evaluating LLM Criteria Extraction for Depression Severity","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}