MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models

24 September 2023

Papers citing "MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models"

21 / 21 papers shown

Title
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 56 0 0 03 Apr 2025
When LLM Therapists Become Salespeople: Evaluating Large Language Models for Ethical Motivational Interviewing Haein Kong Seonghyeon Moon ELM 46 0 0 30 Mar 2025
Leveraging LLMs for Mental Health: Detection and Recommendations from Social Discussions Vaishali Aggarwal Sachin Thukral Krushil Patel Arnab Chatterjee AI4MH 59 0 0 03 Mar 2025
Optimizing Large Language Models for ESG Activity Detection in Financial Texts Mattia Birti Francesco Osborne Andrea Maurino 37 0 0 28 Feb 2025
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare Max Lamparth D. Grabb Amy Franks Scott Gershan Kaitlyn N. Kunstman ... Monika Drummond Roots Manu Sharma Aryan Shrivastava N. Vasan Colleen Waickman 36 2 0 22 Feb 2025
Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models Shiyu Teng Jiaqing Liu R. Jain Shurong Chai Ruibo Hou T. Tateyama Lanfen Lin Y. Chen AI4MH LRM 47 1 0 09 Feb 2025
Detecting anxiety and depression in dialogues: a multi-label and explainable approach Francisco de Arriba-Pérez Silvia García-Méndez AI4MH 31 0 0 23 Dec 2024
Leveraging Large Language Models for Suicide Detection on Social Media with Limited Labels Vy Nguyen Chau Pham ALM AI4MH 29 2 0 06 Oct 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis Amey Hengle Atharva Kulkarni Shantanu Patankar Madhumitha Chandrasekaran Sneha D'Silva Jemima Jacob Rashmi Gupta AI4MH 23 1 0 04 Oct 2024
A Comprehensive Evaluation of Large Language Models on Mental Illnesses Abdelrahman Hanafi Mohammed Saad Noureldin Zahran Radwa J. Hanafy Mohammed E. Fouda ELM LM&MA AI4MH 15 4 0 24 Sep 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 36 4 0 08 Jul 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment Gony Rosenman Lior Wolf Talma Hendler 26 3 0 09 Jun 2024
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation D. Grabb Max Lamparth N. Vasan 33 14 0 02 Apr 2024
Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts Guangzeng Han Weisi Liu Xiaolei Huang Brian Borsari 28 21 0 20 Mar 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 36 8 0 29 Feb 2024
Large Language Models in Mental Health Care: a Scoping Review Yining Hua Fenglin Liu Kailai Yang Zehan Li Y. Sheu Peilin Zhou Lauren V. Moran Sophia Ananiadou Andrew Beam AI4MH LM&MA 22 35 0 01 Jan 2024
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 24 130 0 12 Dec 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression Zhiling Zhang Siyuan Chen Mengyue Wu Ke Zhu 31 25 0 19 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022