Mental Health

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11 papers in the last four weeks, down 21% on the four weeks before. 0.1% of all new papers.

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  1. Predicting Mental Health Help-Seeking Behaviour on Reddit: A Survival Analysis of Linguistic and Behavioural Signals

    Oct 12, 2026Nisar Ahmed, Ammara Kazmi, Irtaza Bashir Raja +1Mental HealthSocial Media Analysis

    Department of Computer and Information Sciences, University of Strathclyde, Glasgow, UK · Department of Computer Science, Sir Syed CASE Institute of Technology, Islamabad, Pakistan · Department of Engineering Management, NUST, Rawalpindi, Pakistan

  2. AI Representations of Mental Health Stigma: Quantifying the Gap Between AI Estimations and Human Perceptions Across Gender Groups Using GPT-Based LLMs

    Oct 12, 2026Soojong Kim, Hye Min Kim, Kwanho Kim +1Social Bias in Language ModelsGender Bias in Language Models

    Department of Communication, University of California Davis, United States · Department of Communication, University of Massachusetts Boston, United States · Department of Media, College of Politics and Economics, Kyung Hee University, South Korea

  3. DistressBench: Evaluating Multi-Dimensional Crisis Support in Large Language Models

    Oct 8, 2026Drew Rein, Patrick Oathout, Vishal Kumar +1Language Model Safety EvaluationLLM Safety Benchmarks

    Scale AI · Work done while at Scale AI

  4. Social Pain Disrupts Emotion-Action Brain-State Dynamics in Adolescents with Non-Suicidal Self-Injury

    Oct 8, 2026Ying Xu, Xiaojun Liang, Li Zhang +4Mental Health

    School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, China. · Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, China. · Pengcheng Laboratory, Shenzhen, China.

  5. Trigger Sound Suppression for Misophonia

    Sep 28, 2026Vaishnavi Vidyasagar, Jasmine Zhang, Mahima Uliyar +4Mental HealthAudio Source Separation

    University of Washington · Duke Center for Misophonia and Emotion Regulation

  6. Beyond Baseline Severity: Temporal and Disease-Specific Predictors of Depression Outcomes Following Mindfulness Interventions

    Sep 19, 2026Muhammad Jawad Chowdhury, Sultanus Salehin, Akib Jayed IslamClinical Outcome PredictionMental Health

    Department of Computer Science & Engineering, Islamic University of Technology, Bangladesh · Department of Electrical & Electronic Engineering, Islamic University of Technology, Bangladesh · Computational Colour & Spectral Imaging, Norwegian University of Science and Technology, Norway

  7. Building Trustworthy Mental Health Benchmarks on Bluesky: A Validation-Aware Weak-Supervision Framework

    Sep 19, 2026Gaurab Chhetri, Anandi Dutta, Subasish DasMental HealthSocial Media Analysis

    Department of Computer Science Texas State University San Marcos, Texas, USA · Ingram School of Engineering Texas State University San Marcos, Texas, USA

  8. Learned Parametric Emotion Editing: Real-Time Affective Filtering for On-Device Social Media Video

    Sep 18, 2026Musa Rochi, Marcel Schubert, Christoph GebhardtImage EditingVideo Editing

    Eastern Switzerland University of Applied Sciences (OST)

  9. Clinician-Grounded Quality Assurance for AI-Assisted Psychiatric Intake

    Sep 17, 2026King Shi, Amanda Li, Jonathan Ivey +7Clinical Language Model EvaluationMental Health

    Johns Hopkins University

  10. Aligning with Lived Experience: Heterogeneous Benefits of Fine Tuning in Mental Health Support Generation

    Sep 17, 2026Mohit Chandra, Nabin Kim, Eli Min +3LLM AlignmentEmotional Support Conversation

    Georgia Institute of Technology · Magic Hour

  11. CliniCIRCA: A Modular LLM Framework for Constructing Longitudinal Mental Health Patient Journeys from Raw EHR Narratives

    Sep 17, 2026Aiwei Ivy Zhang, Nimra Ishfaq, Mohit Chandra +5Temporal Reasoning in Language ModelsMental Health

    Georgia Institute of Technology · University of Texas at Austin · Northwell Health

  12. BurnRiSc: Toward Non-Invasive Burnout Screening in Open Source from Public Repository Signals

    Sep 16, 2026Timofey Sanko, Yuan Tian, Mariam GuizaniSoftware EngineeringMental Health

    Queen’s University Kingston, Ontario, Canada

  13. Psychological Effects of Cultural Upheavals from Millions of Song Lyrics Over 100 Years

    Sep 15, 2026David M. MarkowitzMental Health

    Department of Communication, Michigan State University, East Lansing, MI 48824

  14. An AI-Powered Culturally Aware Chatbot for Stress Detection and Wellness Support among Pakistani University Students Using NLP and Machine Learning

    Sep 10, 2026Muhammad Fahad Bashir, Muhammad AfzalMental HealthConversational Agents

    Department of Computer Science & Information Technology, Ghazi University Dera Ghazi Khan, Pakistan

  15. Quantifying the Engagement Trap: Impact of Short-form Video Recommender Systems on Users with ADHD

    Sep 7, 2026Vedad Misirlic, Gregor Mayr, Elisabeth LexMental HealthHuman-Centered AI

    Graz University of Technology, Austria

  16. AdoDAS: A Privacy-Preserving Multimodal Challenge for Adolescent Depression, Anxiety, and Stress Assessment

    Sep 7, 2026Zhaojie Luo, Junkun Wang, Tianhua Qi +11Depression DetectionMental Health

    Southeast University · Shenzhen Loop Area Institute · Southeast University Nanjing, Jiangsu, China +13

  17. A Rubric-Guided Large Language Model Solution for Opioid Use Disorder Computable Phenotyping

    Sep 4, 2026Mengxian Lyu, Paredes Pardo, Cheng Peng +7Medical LLMsClinical Information Extraction

    Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA · Department of Engineering Education, Herbert Wertheim College of Engineering, University of Florida, Gainesville, FL, USA · Department of Psychiatry, College of Medicine, University of Florida, Gainesville, FL, USA +2

  18. SMOTE-VAR: An Uncertainty-Aware Oversampling Method for Predicting Depression Remission in University Students

    Aug 31, 2026Dang Nguyen, Arun Kumar A, Taylor A. Braund +8Class-Imbalanced LearningMental Health

    Applied Artificial Intelligence Initiative (A2I2), Deakin University, Geelong, VIC, Australia · Black Dog Institute, University of New South Wales, Sydney, NSW, Australia

  19. Generating Clinical Vignettes that Preserve Cognitive Formulations

    Aug 30, 2026Amit Oren, Nimrod Hertz-Palmor, Dean Ariel +1Constrained Generative ModelingMental Health

    Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer Sheva, Israel · 2MRC Cognition and Brain Sciences Unit, University of Cambridge, United Kingdom · 3Clalit Health Services, Israel +3

  20. How Mental Health Self-Disclosure Becomes Visible: Evidence from Eight Conditions on Reddit

    Aug 29, 2026Renkai Ma, Lingyao Li, Shanting Chen +3Mental Health

    College of Information Science University of Arizona Tucson, Arizona, USA · Department of Computer and Information Science and Engineering University of Florida Gainesville, Florida, USA

  21. BALMS: Benchmarking Agentic LLMs for Longitudinal Mental Health Sensing

    Aug 27, 2026Yu Yvonne Wu, Arvind Pillai, Yuliang Chen +7AI Agent BenchmarksMental Health

    Dartmouth College · University of Cambridge

  22. HealthBench-Psych: A Mental Health Subset of OpenAI's HealthBench

    Aug 25, 2026Matthew Flathers, Phuong Anh Nguyen, Jill Noorily +7Clinical Language Model EvaluationLLM Evaluation

    Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA · Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA

  23. Evolutionary Recurrent Decision Model in Developing Adaptive and Maladaptive Behaviors

    Aug 25, 2026Andrew HuComputational Cognitive ModelingHuman Behavior Simulation

  24. CAIA in Practice: Field Evaluation of an AI-Assisted Support System for Text-Based Online Counselling

    Aug 23, 2026Philipp Steigerwald, Nico Bienlein, Jennifer Burghardt +3Human-AI CollaborationMental Health

    Faculty of Computer Science, Technische Hochschule Nürnberg Georg Simon Ohm, Nürnberg, Germany · Faculty of Social Sciences, Institute for E-Counselling, Technische Hochschule Nürnberg Georg Simon Ohm, Nürnberg, Germany

  25. Calming Robot Pitches? Exploring the Influence of Robot Voice Pitch on Children's Stress Levels

    Aug 20, 2026Nina G. M. van Roij, Emilia I. Barakova, Briana Isaila +1Human-Robot InteractionSpeech Prosody

    Department of Languages, Literature and Communication, Utrecht University, 3512 JK Utrecht, The Netherlands · Department of Industrial Design, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands · Department of Mathematics and Computer Science, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands

  26. Pedagogical AI in Mental Health: A Tri-Stream Fine-Tuned LLM Framework for Automated Clinical Supervision and Risk Triage

    Aug 19, 2026Shreeya Sharma, Ravish Gupta, Saket Kumar +1Mental Health

    Senior Software Engineer, Microsoft · Lead Software Engineer, BigCommerce, IEEE Senior Member · University at Buffalo, The State University of New York, Buffalo, NY, USA +1

  27. Representation Is Not Enough: Body-Localized Thermal Evidence for Contactless Stress and Craving Sensing in Opioid Use Disorder

    Aug 17, 2026Sachin Deb, Harshit Sharma, Asif SalekinWeakly Supervised LearningThermal Imaging

    Arizona State University

  28. RETRACE: Resilience-Guided Trait-Conditioned Craving Estimation from Wearable Physiology in Opioid Use Disorder

    Aug 15, 2026Yi Xiao, Harshit Sharma, Dessa Bergen-Cico +1Wearable SensingMental Health

    Arizona State University, Tempe, USA · Syracuse University, Syracuse, New York, USA

  29. Scalable partial information decomposition for symptom networks via supervised embeddings

    Aug 14, 2026Cillian Hourican, Eric Dignum, Rick Quax +1Embedding CompressionMental Health

    Computational Science Lab, Institute for Informatics, University of Amsterdam

  30. DS@GT-ARC at eRisk 2026 Task 3: Sparse, Semantic, and LLM Reranking for ADHD Symptom Sentences

    Aug 4, 2026David GuechaMental HealthInformation Retrieval

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332