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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"

23 / 23 papers shown

Title
A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development Goals Andrea Cadeddu Alessandro Chessa Vincenzo De Leo Gianni Fenu Enrico Motta Francesco Osborne Diego Reforgiato Recupero Angelo Salatino Luca Secchi 33 0 0 18 Jun 2025
Bridging the Digital Divide: Small Language Models as a Pathway for Physics and Photonics Education in Underdeveloped Regions Asghar Ghorbani Hanieh Fattahi 44 0 0 14 Jun 2025
DeepForm: Reasoning Large Language Model for Communication System Formulation Panlong Wu Ting Wang Yifei Zhong Haoqi Zhang Zitong Wang Fangxin Wang OffRL LRM 64 0 0 10 Jun 2025
Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification Xinjie Lin Gang Xiong Gaopeng Gou Wenqi Dong Jing Yu Zhen Li W. Xia 38 0 0 27 May 2025
From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data Ugur Kursuncu Trilok Padhi Gaurav Sinha Abdulkadir Erol Jaya Krishna Mandivarapu Christopher R. Larrison AI4MH 55 1 0 24 May 2025
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 Junxuan Zhang AI4MH 123 0 0 03 Apr 2025
When LLM Therapists Become Salespeople: Evaluating Large Language Models for Ethical Motivational Interviewing Haein Kong Seonghyeon Moon ELM 161 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 104 0 0 03 Mar 2025
Optimizing Large Language Models for ESG Activity Detection in Financial Texts Mattia Birti Francesco Osborne Andrea Maurino 86 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 Declan Grabb Amy Franks Scott Gershan Kaitlyn N. Kunstman ... Monika Drummond Roots Manu Sharma Aryan Shrivastava N. Vasan Colleen Waickman 144 2 0 22 Feb 2025
Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care Abeer Badawi Md Tahmid Rahman Laskar J. Huang Shaina Raza Elham Dolatabadi AI4MH 69 0 0 21 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 Yuxiao Chen AI4MH LRM 99 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 106 0 0 23 Dec 2024
Leveraging Large Language Models for Suicide Detection on Social Media with Limited Labels Vy Nguyen Chau Pham ALM AI4MH 128 4 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 64 4 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 114 6 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 92 7 0 08 Jul 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment Gony Rosenman Lior Wolf Talma Hendler 80 3 0 09 Jun 2024
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation Declan Grabb Max Lamparth N. Vasan 93 17 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 79 22 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 106 10 0 29 Feb 2024
Large Language Models in Mental Health Care: a Scoping Review Yining Hua Fenglin Liu Kailai Yang Zehan Li Hongbin Na ... Lauren V. Moran Sophia Ananiadou David Clifton Andrew Beam John Torous AI4MH LM&MA 115 44 0 01 Jan 2024
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 89 165 0 12 Dec 2023